v1alpha1

package
v0.3.0 Latest Latest
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 Go to latest Published: Nov 4, 2021 License: Apache-2.0 Imports: 6 Imported by: 0

Documentation

Overview

+k8s:deepcopy-gen=package Package v1alpha1 is the v1alpha1 version of the sagemaker.services.k8s.aws API. +groupName=sagemaker.services.k8s.aws

Index

Constants

This section is empty.

Variables

View Source 
var (
	// GroupVersion is the API Group Version used to register the objects
	GroupVersion = schema.GroupVersion{Group: "sagemaker.services.k8s.aws", Version: "v1alpha1"}

	// SchemeBuilder is used to add go types to the GroupVersionKind scheme
	SchemeBuilder = &scheme.Builder{GroupVersion: GroupVersion}

	// AddToScheme adds the types in this group-version to the given scheme.
	AddToScheme = SchemeBuilder.AddToScheme
)

Functions

This section is empty.

Types

type AWSManagedHumanLoopRequestSource 

type AWSManagedHumanLoopRequestSource string
const (
	AWSManagedHumanLoopRequestSource_AWS_Rekognition_DetectModerationLabels_Image_V3 AWSManagedHumanLoopRequestSource = "AWS/Rekognition/DetectModerationLabels/Image/V3"
	AWSManagedHumanLoopRequestSource_AWS_Textract_AnalyzeDocument_Forms_V1           AWSManagedHumanLoopRequestSource = "AWS/Textract/AnalyzeDocument/Forms/V1"
)

type ActionSource added in v0.3.0 

type ActionSource struct {
	SourceID   *string `json:"sourceID,omitempty"`
	SourceType *string `json:"sourceType,omitempty"`
}

A structure describing the source of an action.

func (*ActionSource) DeepCopy added in v0.3.0 

func (in *ActionSource) DeepCopy() *ActionSource

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ActionSource.

func (*ActionSource) DeepCopyInto added in v0.3.0 

func (in *ActionSource) DeepCopyInto(out *ActionSource)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ActionStatus 

type ActionStatus string
const (
	ActionStatus_Unknown    ActionStatus = "Unknown"
	ActionStatus_InProgress ActionStatus = "InProgress"
	ActionStatus_Completed  ActionStatus = "Completed"
	ActionStatus_Failed     ActionStatus = "Failed"
	ActionStatus_Stopping   ActionStatus = "Stopping"
	ActionStatus_Stopped    ActionStatus = "Stopped"
)

type ActionSummary 

type ActionSummary struct {
	ActionName       *string      `json:"actionName,omitempty"`
	CreationTime     *metav1.Time `json:"creationTime,omitempty"`
	LastModifiedTime *metav1.Time `json:"lastModifiedTime,omitempty"`
}

Lists the properties of an action. An action represents an action or activity. Some examples are a workflow step and a model deployment. Generally, an action involves at least one input artifact or output artifact.

func (*ActionSummary) DeepCopy 

func (in *ActionSummary) DeepCopy() *ActionSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ActionSummary.

func (*ActionSummary) DeepCopyInto 

func (in *ActionSummary) DeepCopyInto(out *ActionSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type Alarm 

type Alarm struct {
	AlarmName *string `json:"alarmName,omitempty"`
}

This API is not supported.

func (*Alarm) DeepCopy 

func (in *Alarm) DeepCopy() *Alarm

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Alarm.

func (*Alarm) DeepCopyInto 

func (in *Alarm) DeepCopyInto(out *Alarm)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type AlgorithmSortBy 

type AlgorithmSortBy string
const (
	AlgorithmSortBy_Name         AlgorithmSortBy = "Name"
	AlgorithmSortBy_CreationTime AlgorithmSortBy = "CreationTime"
)

type AlgorithmSpecification 

type AlgorithmSpecification struct {
	AlgorithmName                    *string             `json:"algorithmName,omitempty"`
	EnableSageMakerMetricsTimeSeries *bool               `json:"enableSageMakerMetricsTimeSeries,omitempty"`
	MetricDefinitions                []*MetricDefinition `json:"metricDefinitions,omitempty"`
	TrainingImage                    *string             `json:"trainingImage,omitempty"`
	TrainingInputMode                *string             `json:"trainingInputMode,omitempty"`
}

Specifies the training algorithm to use in a CreateTrainingJob request.

For more information about algorithms provided by Amazon SageMaker, see Algorithms (https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html). For information about using your own algorithms, see Using Your Own Algorithms with Amazon SageMaker (https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html).

func (*AlgorithmSpecification) DeepCopy 

func (in *AlgorithmSpecification) DeepCopy() *AlgorithmSpecification

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new AlgorithmSpecification.

func (*AlgorithmSpecification) DeepCopyInto 

func (in *AlgorithmSpecification) DeepCopyInto(out *AlgorithmSpecification)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type AlgorithmStatus 

type AlgorithmStatus string
const (
	AlgorithmStatus_Pending    AlgorithmStatus = "Pending"
	AlgorithmStatus_InProgress AlgorithmStatus = "InProgress"
	AlgorithmStatus_Completed  AlgorithmStatus = "Completed"
	AlgorithmStatus_Failed     AlgorithmStatus = "Failed"
	AlgorithmStatus_Deleting   AlgorithmStatus = "Deleting"
)

type AlgorithmStatusItem 

type AlgorithmStatusItem struct {
	FailureReason *string `json:"failureReason,omitempty"`
	Name          *string `json:"name,omitempty"`
}

Represents the overall status of an algorithm.

func (*AlgorithmStatusItem) DeepCopy 

func (in *AlgorithmStatusItem) DeepCopy() *AlgorithmStatusItem

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new AlgorithmStatusItem.

func (*AlgorithmStatusItem) DeepCopyInto 

func (in *AlgorithmStatusItem) DeepCopyInto(out *AlgorithmStatusItem)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type AlgorithmSummary added in v0.0.3 

type AlgorithmSummary struct {
	AlgorithmDescription *string      `json:"algorithmDescription,omitempty"`
	AlgorithmName        *string      `json:"algorithmName,omitempty"`
	CreationTime         *metav1.Time `json:"creationTime,omitempty"`
}

Provides summary information about an algorithm.

func (*AlgorithmSummary) DeepCopy added in v0.0.3 

func (in *AlgorithmSummary) DeepCopy() *AlgorithmSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new AlgorithmSummary.

func (*AlgorithmSummary) DeepCopyInto added in v0.0.3 

func (in *AlgorithmSummary) DeepCopyInto(out *AlgorithmSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type AlgorithmValidationProfile added in v0.0.3 

type AlgorithmValidationProfile struct {
	ProfileName *string `json:"profileName,omitempty"`
	// Defines the input needed to run a transform job using the inference specification
	// specified in the algorithm.
	TransformJobDefinition *TransformJobDefinition `json:"transformJobDefinition,omitempty"`
}

Defines a training job and a batch transform job that Amazon SageMaker runs to validate your algorithm.

The data provided in the validation profile is made available to your buyers on AWS Marketplace.

func (*AlgorithmValidationProfile) DeepCopy added in v0.0.3 

func (in *AlgorithmValidationProfile) DeepCopy() *AlgorithmValidationProfile

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new AlgorithmValidationProfile.

func (*AlgorithmValidationProfile) DeepCopyInto added in v0.0.3 

func (in *AlgorithmValidationProfile) DeepCopyInto(out *AlgorithmValidationProfile)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type AlgorithmValidationSpecification 

type AlgorithmValidationSpecification struct {
	ValidationRole *string `json:"validationRole,omitempty"`
}

Specifies configurations for one or more training jobs that Amazon SageMaker runs to test the algorithm.

func (*AlgorithmValidationSpecification) DeepCopy 

func (in *AlgorithmValidationSpecification) DeepCopy() *AlgorithmValidationSpecification

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new AlgorithmValidationSpecification.

func (*AlgorithmValidationSpecification) DeepCopyInto 

func (in *AlgorithmValidationSpecification) DeepCopyInto(out *AlgorithmValidationSpecification)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type App added in v0.3.0 

type App struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty"`
	Spec              AppSpec   `json:"spec,omitempty"`
	Status            AppStatus `json:"status,omitempty"`
}

App is the Schema for the Apps API +kubebuilder:object:root=true +kubebuilder:subresource:status +kubebuilder:printcolumn:name="STATUS",type=string,priority=0,JSONPath=`.status.status`

func (*App) DeepCopy added in v0.3.0 

func (in *App) DeepCopy() *App

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new App.

func (*App) DeepCopyInto added in v0.3.0 

func (in *App) DeepCopyInto(out *App)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*App) DeepCopyObject added in v0.3.0 

func (in *App) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type AppDetails added in v0.0.3 

type AppDetails struct {
	AppName         *string      `json:"appName,omitempty"`
	AppType         *string      `json:"appType,omitempty"`
	CreationTime    *metav1.Time `json:"creationTime,omitempty"`
	DomainID        *string      `json:"domainID,omitempty"`
	Status          *string      `json:"status,omitempty"`
	UserProfileName *string      `json:"userProfileName,omitempty"`
}

Details about an Amazon SageMaker app.

func (*AppDetails) DeepCopy added in v0.0.3 

func (in *AppDetails) DeepCopy() *AppDetails

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new AppDetails.

func (*AppDetails) DeepCopyInto added in v0.0.3 

func (in *AppDetails) DeepCopyInto(out *AppDetails)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type AppImageConfigDetails 

type AppImageConfigDetails struct {
	AppImageConfigName *string      `json:"appImageConfigName,omitempty"`
	CreationTime       *metav1.Time `json:"creationTime,omitempty"`
	LastModifiedTime   *metav1.Time `json:"lastModifiedTime,omitempty"`
}

The configuration for running a SageMaker image as a KernelGateway app.

func (*AppImageConfigDetails) DeepCopy 

func (in *AppImageConfigDetails) DeepCopy() *AppImageConfigDetails

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new AppImageConfigDetails.

func (*AppImageConfigDetails) DeepCopyInto 

func (in *AppImageConfigDetails) DeepCopyInto(out *AppImageConfigDetails)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type AppImageConfigSortKey 

type AppImageConfigSortKey string
const (
	AppImageConfigSortKey_CreationTime     AppImageConfigSortKey = "CreationTime"
	AppImageConfigSortKey_LastModifiedTime AppImageConfigSortKey = "LastModifiedTime"
	AppImageConfigSortKey_Name             AppImageConfigSortKey = "Name"
)

type AppInstanceType 

type AppInstanceType string
const (
	AppInstanceType_system           AppInstanceType = "system"
	AppInstanceType_ml_t3_micro      AppInstanceType = "ml.t3.micro"
	AppInstanceType_ml_t3_small      AppInstanceType = "ml.t3.small"
	AppInstanceType_ml_t3_medium     AppInstanceType = "ml.t3.medium"
	AppInstanceType_ml_t3_large      AppInstanceType = "ml.t3.large"
	AppInstanceType_ml_t3_xlarge     AppInstanceType = "ml.t3.xlarge"
	AppInstanceType_ml_t3_2xlarge    AppInstanceType = "ml.t3.2xlarge"
	AppInstanceType_ml_m5_large      AppInstanceType = "ml.m5.large"
	AppInstanceType_ml_m5_xlarge     AppInstanceType = "ml.m5.xlarge"
	AppInstanceType_ml_m5_2xlarge    AppInstanceType = "ml.m5.2xlarge"
	AppInstanceType_ml_m5_4xlarge    AppInstanceType = "ml.m5.4xlarge"
	AppInstanceType_ml_m5_8xlarge    AppInstanceType = "ml.m5.8xlarge"
	AppInstanceType_ml_m5_12xlarge   AppInstanceType = "ml.m5.12xlarge"
	AppInstanceType_ml_m5_16xlarge   AppInstanceType = "ml.m5.16xlarge"
	AppInstanceType_ml_m5_24xlarge   AppInstanceType = "ml.m5.24xlarge"
	AppInstanceType_ml_c5_large      AppInstanceType = "ml.c5.large"
	AppInstanceType_ml_c5_xlarge     AppInstanceType = "ml.c5.xlarge"
	AppInstanceType_ml_c5_2xlarge    AppInstanceType = "ml.c5.2xlarge"
	AppInstanceType_ml_c5_4xlarge    AppInstanceType = "ml.c5.4xlarge"
	AppInstanceType_ml_c5_9xlarge    AppInstanceType = "ml.c5.9xlarge"
	AppInstanceType_ml_c5_12xlarge   AppInstanceType = "ml.c5.12xlarge"
	AppInstanceType_ml_c5_18xlarge   AppInstanceType = "ml.c5.18xlarge"
	AppInstanceType_ml_c5_24xlarge   AppInstanceType = "ml.c5.24xlarge"
	AppInstanceType_ml_p3_2xlarge    AppInstanceType = "ml.p3.2xlarge"
	AppInstanceType_ml_p3_8xlarge    AppInstanceType = "ml.p3.8xlarge"
	AppInstanceType_ml_p3_16xlarge   AppInstanceType = "ml.p3.16xlarge"
	AppInstanceType_ml_g4dn_xlarge   AppInstanceType = "ml.g4dn.xlarge"
	AppInstanceType_ml_g4dn_2xlarge  AppInstanceType = "ml.g4dn.2xlarge"
	AppInstanceType_ml_g4dn_4xlarge  AppInstanceType = "ml.g4dn.4xlarge"
	AppInstanceType_ml_g4dn_8xlarge  AppInstanceType = "ml.g4dn.8xlarge"
	AppInstanceType_ml_g4dn_12xlarge AppInstanceType = "ml.g4dn.12xlarge"
	AppInstanceType_ml_g4dn_16xlarge AppInstanceType = "ml.g4dn.16xlarge"
)

type AppList added in v0.3.0 

type AppList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty"`
	Items           []App `json:"items"`
}

AppList contains a list of App +kubebuilder:object:root=true

func (*AppList) DeepCopy added in v0.3.0 

func (in *AppList) DeepCopy() *AppList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new AppList.

func (*AppList) DeepCopyInto added in v0.3.0 

func (in *AppList) DeepCopyInto(out *AppList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*AppList) DeepCopyObject added in v0.3.0 

func (in *AppList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type AppNetworkAccessType 

type AppNetworkAccessType string
const (
	AppNetworkAccessType_PublicInternetOnly AppNetworkAccessType = "PublicInternetOnly"
	AppNetworkAccessType_VpcOnly            AppNetworkAccessType = "VpcOnly"
)

type AppSortKey 

type AppSortKey string
const (
	AppSortKey_CreationTime AppSortKey = "CreationTime"
)

type AppSpec added in v0.3.0 

type AppSpec struct {
	// The name of the app.
	// +kubebuilder:validation:Required
	AppName *string `json:"appName"`
	// The type of app. Supported apps are JupyterServer and KernelGateway. TensorBoard
	// is not supported.
	// +kubebuilder:validation:Required
	AppType *string `json:"appType"`
	// The domain ID.
	// +kubebuilder:validation:Required
	DomainID *string `json:"domainID"`
	// The instance type and the Amazon Resource Name (ARN) of the SageMaker image
	// created on the instance.
	ResourceSpec *ResourceSpec `json:"resourceSpec,omitempty"`
	// Each tag consists of a key and an optional value. Tag keys must be unique
	// per resource.
	Tags []*Tag `json:"tags,omitempty"`
	// The user profile name.
	// +kubebuilder:validation:Required
	UserProfileName *string `json:"userProfileName"`
}

AppSpec defines the desired state of App.

func (*AppSpec) DeepCopy added in v0.3.0 

func (in *AppSpec) DeepCopy() *AppSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new AppSpec.

func (*AppSpec) DeepCopyInto added in v0.3.0 

func (in *AppSpec) DeepCopyInto(out *AppSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type AppSpecification 

type AppSpecification struct {
	ContainerArguments  []*string `json:"containerArguments,omitempty"`
	ContainerEntrypoint []*string `json:"containerEntrypoint,omitempty"`
	ImageURI            *string   `json:"imageURI,omitempty"`
}

Configuration to run a processing job in a specified container image.

func (*AppSpecification) DeepCopy 

func (in *AppSpecification) DeepCopy() *AppSpecification

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new AppSpecification.

func (*AppSpecification) DeepCopyInto 

func (in *AppSpecification) DeepCopyInto(out *AppSpecification)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type AppStatus 

type AppStatus struct {
	// All CRs managed by ACK have a common `Status.ACKResourceMetadata` member
	// that is used to contain resource sync state, account ownership,
	// constructed ARN for the resource
	// +kubebuilder:validation:Optional
	ACKResourceMetadata *ackv1alpha1.ResourceMetadata `json:"ackResourceMetadata"`
	// All CRS managed by ACK have a common `Status.Conditions` member that
	// contains a collection of `ackv1alpha1.Condition` objects that describe
	// the various terminal states of the CR and its backend AWS service API
	// resource
	// +kubebuilder:validation:Optional
	Conditions []*ackv1alpha1.Condition `json:"conditions"`
	// The status.
	// +kubebuilder:validation:Optional
	Status *string `json:"status,omitempty"`
}

AppStatus defines the observed state of App

func (*AppStatus) DeepCopy added in v0.3.0 

func (in *AppStatus) DeepCopy() *AppStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new AppStatus.

func (*AppStatus) DeepCopyInto added in v0.3.0 

func (in *AppStatus) DeepCopyInto(out *AppStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type AppStatus_SDK added in v0.3.0 

type AppStatus_SDK string
const (
	AppStatus_SDK_Deleted   AppStatus_SDK = "Deleted"
	AppStatus_SDK_Deleting  AppStatus_SDK = "Deleting"
	AppStatus_SDK_Failed    AppStatus_SDK = "Failed"
	AppStatus_SDK_InService AppStatus_SDK = "InService"
	AppStatus_SDK_Pending   AppStatus_SDK = "Pending"
)

type AppType 

type AppType string
const (
	AppType_JupyterServer AppType = "JupyterServer"
	AppType_KernelGateway AppType = "KernelGateway"
	AppType_TensorBoard   AppType = "TensorBoard"
)

type ArtifactSourceIDType 

type ArtifactSourceIDType string
const (
	ArtifactSourceIDType_MD5Hash   ArtifactSourceIDType = "MD5Hash"
	ArtifactSourceIDType_S3ETag    ArtifactSourceIDType = "S3ETag"
	ArtifactSourceIDType_S3Version ArtifactSourceIDType = "S3Version"
	ArtifactSourceIDType_Custom    ArtifactSourceIDType = "Custom"
)

type ArtifactSourceType added in v0.3.0 

type ArtifactSourceType struct {
	Value *string `json:"value,omitempty"`
}

The ID and ID type of an artifact source.

func (*ArtifactSourceType) DeepCopy added in v0.3.0 

func (in *ArtifactSourceType) DeepCopy() *ArtifactSourceType

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ArtifactSourceType.

func (*ArtifactSourceType) DeepCopyInto added in v0.3.0 

func (in *ArtifactSourceType) DeepCopyInto(out *ArtifactSourceType)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ArtifactSummary 

type ArtifactSummary struct {
	ArtifactName     *string      `json:"artifactName,omitempty"`
	ArtifactType     *string      `json:"artifactType,omitempty"`
	CreationTime     *metav1.Time `json:"creationTime,omitempty"`
	LastModifiedTime *metav1.Time `json:"lastModifiedTime,omitempty"`
}

Lists a summary of the properties of an artifact. An artifact represents a URI addressable object or data. Some examples are a dataset and a model.

func (*ArtifactSummary) DeepCopy 

func (in *ArtifactSummary) DeepCopy() *ArtifactSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ArtifactSummary.

func (*ArtifactSummary) DeepCopyInto 

func (in *ArtifactSummary) DeepCopyInto(out *ArtifactSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type AssemblyType 

type AssemblyType string
const (
	AssemblyType_None AssemblyType = "None"
	AssemblyType_Line AssemblyType = "Line"
)

type AssociationEdgeType 

type AssociationEdgeType string
const (
	AssociationEdgeType_ContributedTo  AssociationEdgeType = "ContributedTo"
	AssociationEdgeType_AssociatedWith AssociationEdgeType = "AssociatedWith"
	AssociationEdgeType_DerivedFrom    AssociationEdgeType = "DerivedFrom"
	AssociationEdgeType_Produced       AssociationEdgeType = "Produced"
)

type AssociationSummary 

type AssociationSummary struct {
	// Information about the user who created or modified an experiment, trial,
	// or trial component.
	CreatedBy       *UserContext `json:"createdBy,omitempty"`
	CreationTime    *metav1.Time `json:"creationTime,omitempty"`
	DestinationName *string      `json:"destinationName,omitempty"`
	DestinationType *string      `json:"destinationType,omitempty"`
	SourceName      *string      `json:"sourceName,omitempty"`
	SourceType      *string      `json:"sourceType,omitempty"`
}

Lists a summary of the properties of an association. An association is an entity that links other lineage or experiment entities. An example would be an association between a training job and a model.

func (*AssociationSummary) DeepCopy 

func (in *AssociationSummary) DeepCopy() *AssociationSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new AssociationSummary.

func (*AssociationSummary) DeepCopyInto 

func (in *AssociationSummary) DeepCopyInto(out *AssociationSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type AthenaDatasetDefinition 

type AthenaDatasetDefinition struct {
	// The name of the data catalog used in Athena query execution.
	Catalog *string `json:"catalog,omitempty"`
	// The name of the database used in the Athena query execution.
	Database *string `json:"database,omitempty"`
	KMSKeyID *string `json:"kmsKeyID,omitempty"`
	// The compression used for Athena query results.
	OutputCompression *string `json:"outputCompression,omitempty"`
	// The data storage format for Athena query results.
	OutputFormat *string `json:"outputFormat,omitempty"`
	OutputS3URI  *string `json:"outputS3URI,omitempty"`
	// The SQL query statements, to be executed.
	QueryString *string `json:"queryString,omitempty"`
	// The name of the workgroup in which the Athena query is being started.
	WorkGroup *string `json:"workGroup,omitempty"`
}

Configuration for Athena Dataset Definition input.

func (*AthenaDatasetDefinition) DeepCopy 

func (in *AthenaDatasetDefinition) DeepCopy() *AthenaDatasetDefinition

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new AthenaDatasetDefinition.

func (*AthenaDatasetDefinition) DeepCopyInto 

func (in *AthenaDatasetDefinition) DeepCopyInto(out *AthenaDatasetDefinition)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type AthenaResultCompressionType 

type AthenaResultCompressionType string
const (
	AthenaResultCompressionType_GZIP   AthenaResultCompressionType = "GZIP"
	AthenaResultCompressionType_SNAPPY AthenaResultCompressionType = "SNAPPY"
	AthenaResultCompressionType_ZLIB   AthenaResultCompressionType = "ZLIB"
)

type AthenaResultFormat 

type AthenaResultFormat string
const (
	AthenaResultFormat_PARQUET  AthenaResultFormat = "PARQUET"
	AthenaResultFormat_ORC      AthenaResultFormat = "ORC"
	AthenaResultFormat_AVRO     AthenaResultFormat = "AVRO"
	AthenaResultFormat_JSON     AthenaResultFormat = "JSON"
	AthenaResultFormat_TEXTFILE AthenaResultFormat = "TEXTFILE"
)

type AuthMode 

type AuthMode string
const (
	AuthMode_SSO AuthMode = "SSO"
	AuthMode_IAM AuthMode = "IAM"
)

type AutoMLCandidate 

type AutoMLCandidate struct {
	CreationTime     *metav1.Time `json:"creationTime,omitempty"`
	EndTime          *metav1.Time `json:"endTime,omitempty"`
	LastModifiedTime *metav1.Time `json:"lastModifiedTime,omitempty"`
	ObjectiveStatus  *string      `json:"objectiveStatus,omitempty"`
}

An Autopilot job returns recommendations, or candidates. Each candidate has futher details about the steps involed, and the status.

func (*AutoMLCandidate) DeepCopy 

func (in *AutoMLCandidate) DeepCopy() *AutoMLCandidate

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new AutoMLCandidate.

func (*AutoMLCandidate) DeepCopyInto 

func (in *AutoMLCandidate) DeepCopyInto(out *AutoMLCandidate)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type AutoMLChannel 

type AutoMLChannel struct {
	CompressionType *string `json:"compressionType,omitempty"`
}

A channel is a named input source that training algorithms can consume. For more information, see .

func (*AutoMLChannel) DeepCopy 

func (in *AutoMLChannel) DeepCopy() *AutoMLChannel

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new AutoMLChannel.

func (*AutoMLChannel) DeepCopyInto 

func (in *AutoMLChannel) DeepCopyInto(out *AutoMLChannel)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type AutoMLContainerDefinition 

type AutoMLContainerDefinition struct {
	Environment  map[string]*string `json:"environment,omitempty"`
	Image        *string            `json:"image,omitempty"`
	ModelDataURL *string            `json:"modelDataURL,omitempty"`
}

A list of container definitions that describe the different containers that make up an AutoML candidate. For more information, see .

func (*AutoMLContainerDefinition) DeepCopy 

func (in *AutoMLContainerDefinition) DeepCopy() *AutoMLContainerDefinition

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new AutoMLContainerDefinition.

func (*AutoMLContainerDefinition) DeepCopyInto 

func (in *AutoMLContainerDefinition) DeepCopyInto(out *AutoMLContainerDefinition)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type AutoMLJobObjectiveType 

type AutoMLJobObjectiveType string
const (
	AutoMLJobObjectiveType_Maximize AutoMLJobObjectiveType = "Maximize"
	AutoMLJobObjectiveType_Minimize AutoMLJobObjectiveType = "Minimize"
)

type AutoMLJobSecondaryStatus 

type AutoMLJobSecondaryStatus string
const (
	AutoMLJobSecondaryStatus_Starting                       AutoMLJobSecondaryStatus = "Starting"
	AutoMLJobSecondaryStatus_AnalyzingData                  AutoMLJobSecondaryStatus = "AnalyzingData"
	AutoMLJobSecondaryStatus_FeatureEngineering             AutoMLJobSecondaryStatus = "FeatureEngineering"
	AutoMLJobSecondaryStatus_ModelTuning                    AutoMLJobSecondaryStatus = "ModelTuning"
	AutoMLJobSecondaryStatus_MaxCandidatesReached           AutoMLJobSecondaryStatus = "MaxCandidatesReached"
	AutoMLJobSecondaryStatus_Failed                         AutoMLJobSecondaryStatus = "Failed"
	AutoMLJobSecondaryStatus_Stopped                        AutoMLJobSecondaryStatus = "Stopped"
	AutoMLJobSecondaryStatus_MaxAutoMLJobRuntimeReached     AutoMLJobSecondaryStatus = "MaxAutoMLJobRuntimeReached"
	AutoMLJobSecondaryStatus_Stopping                       AutoMLJobSecondaryStatus = "Stopping"
	AutoMLJobSecondaryStatus_CandidateDefinitionsGenerated  AutoMLJobSecondaryStatus = "CandidateDefinitionsGenerated"
	AutoMLJobSecondaryStatus_GeneratingExplainabilityReport AutoMLJobSecondaryStatus = "GeneratingExplainabilityReport"
	AutoMLJobSecondaryStatus_Completed                      AutoMLJobSecondaryStatus = "Completed"
	AutoMLJobSecondaryStatus_ExplainabilityError            AutoMLJobSecondaryStatus = "ExplainabilityError"
)

type AutoMLJobStatus 

type AutoMLJobStatus string
const (
	AutoMLJobStatus_Completed  AutoMLJobStatus = "Completed"
	AutoMLJobStatus_InProgress AutoMLJobStatus = "InProgress"
	AutoMLJobStatus_Failed     AutoMLJobStatus = "Failed"
	AutoMLJobStatus_Stopped    AutoMLJobStatus = "Stopped"
	AutoMLJobStatus_Stopping   AutoMLJobStatus = "Stopping"
)

type AutoMLJobSummary 

type AutoMLJobSummary struct {
	AutoMLJobARN     *string      `json:"autoMLJobARN,omitempty"`
	CreationTime     *metav1.Time `json:"creationTime,omitempty"`
	EndTime          *metav1.Time `json:"endTime,omitempty"`
	LastModifiedTime *metav1.Time `json:"lastModifiedTime,omitempty"`
}

Provides a summary about an AutoML job.

func (*AutoMLJobSummary) DeepCopy 

func (in *AutoMLJobSummary) DeepCopy() *AutoMLJobSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new AutoMLJobSummary.

func (*AutoMLJobSummary) DeepCopyInto 

func (in *AutoMLJobSummary) DeepCopyInto(out *AutoMLJobSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type AutoMLMetricEnum 

type AutoMLMetricEnum string
const (
	AutoMLMetricEnum_Accuracy AutoMLMetricEnum = "Accuracy"
	AutoMLMetricEnum_MSE      AutoMLMetricEnum = "MSE"
	AutoMLMetricEnum_F1       AutoMLMetricEnum = "F1"
	AutoMLMetricEnum_F1macro  AutoMLMetricEnum = "F1macro"
	AutoMLMetricEnum_AUC      AutoMLMetricEnum = "AUC"
)

type AutoMLOutputDataConfig 

type AutoMLOutputDataConfig struct {
	KMSKeyID     *string `json:"kmsKeyID,omitempty"`
	S3OutputPath *string `json:"s3OutputPath,omitempty"`
}

The output data configuration.

func (*AutoMLOutputDataConfig) DeepCopy 

func (in *AutoMLOutputDataConfig) DeepCopy() *AutoMLOutputDataConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new AutoMLOutputDataConfig.

func (*AutoMLOutputDataConfig) DeepCopyInto 

func (in *AutoMLOutputDataConfig) DeepCopyInto(out *AutoMLOutputDataConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type AutoMLS3DataSource 

type AutoMLS3DataSource struct {
	S3URI *string `json:"s3URI,omitempty"`
}

The Amazon S3 data source.

func (*AutoMLS3DataSource) DeepCopy 

func (in *AutoMLS3DataSource) DeepCopy() *AutoMLS3DataSource

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new AutoMLS3DataSource.

func (*AutoMLS3DataSource) DeepCopyInto 

func (in *AutoMLS3DataSource) DeepCopyInto(out *AutoMLS3DataSource)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type AutoMLS3DataType 

type AutoMLS3DataType string
const (
	AutoMLS3DataType_ManifestFile AutoMLS3DataType = "ManifestFile"
	AutoMLS3DataType_S3Prefix     AutoMLS3DataType = "S3Prefix"
)

type AutoMLSecurityConfig 

type AutoMLSecurityConfig struct {
	EnableInterContainerTrafficEncryption *bool   `json:"enableInterContainerTrafficEncryption,omitempty"`
	VolumeKMSKeyID                        *string `json:"volumeKMSKeyID,omitempty"`
	// Specifies a VPC that your training jobs and hosted models have access to.
	// Control access to and from your training and model containers by configuring
	// the VPC. For more information, see Protect Endpoints by Using an Amazon Virtual
	// Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html)
	// and Protect Training Jobs by Using an Amazon Virtual Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html).
	VPCConfig *VPCConfig `json:"vpcConfig,omitempty"`
}

Security options.

func (*AutoMLSecurityConfig) DeepCopy 

func (in *AutoMLSecurityConfig) DeepCopy() *AutoMLSecurityConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new AutoMLSecurityConfig.

func (*AutoMLSecurityConfig) DeepCopyInto 

func (in *AutoMLSecurityConfig) DeepCopyInto(out *AutoMLSecurityConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type AutoMLSortBy 

type AutoMLSortBy string
const (
	AutoMLSortBy_Name         AutoMLSortBy = "Name"
	AutoMLSortBy_CreationTime AutoMLSortBy = "CreationTime"
	AutoMLSortBy_Status       AutoMLSortBy = "Status"
)

type AutoMLSortOrder 

type AutoMLSortOrder string
const (
	AutoMLSortOrder_Ascending  AutoMLSortOrder = "Ascending"
	AutoMLSortOrder_Descending AutoMLSortOrder = "Descending"
)

type AutoRollbackConfig 

type AutoRollbackConfig struct {
	Alarms []*Alarm `json:"alarms,omitempty"`
}

Currently, the AutoRollbackConfig API is not supported.

func (*AutoRollbackConfig) DeepCopy 

func (in *AutoRollbackConfig) DeepCopy() *AutoRollbackConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new AutoRollbackConfig.

func (*AutoRollbackConfig) DeepCopyInto 

func (in *AutoRollbackConfig) DeepCopyInto(out *AutoRollbackConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type BatchStrategy 

type BatchStrategy string
const (
	BatchStrategy_MultiRecord  BatchStrategy = "MultiRecord"
	BatchStrategy_SingleRecord BatchStrategy = "SingleRecord"
)

type Bias added in v0.0.3 

type Bias struct {
	Report *MetricsSource `json:"report,omitempty"`
}

Contains bias metrics for a model.

func (*Bias) DeepCopy added in v0.0.3 

func (in *Bias) DeepCopy() *Bias

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Bias.

func (*Bias) DeepCopyInto added in v0.0.3 

func (in *Bias) DeepCopyInto(out *Bias)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type BlueGreenUpdatePolicy 

type BlueGreenUpdatePolicy struct {
	MaximumExecutionTimeoutInSeconds *int64 `json:"maximumExecutionTimeoutInSeconds,omitempty"`
	TerminationWaitInSeconds         *int64 `json:"terminationWaitInSeconds,omitempty"`
	// Currently, the TrafficRoutingConfig API is not supported.
	TrafficRoutingConfiguration *TrafficRoutingConfig `json:"trafficRoutingConfiguration,omitempty"`
}

Currently, the BlueGreenUpdatePolicy API is not supported.

func (*BlueGreenUpdatePolicy) DeepCopy 

func (in *BlueGreenUpdatePolicy) DeepCopy() *BlueGreenUpdatePolicy

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new BlueGreenUpdatePolicy.

func (*BlueGreenUpdatePolicy) DeepCopyInto 

func (in *BlueGreenUpdatePolicy) DeepCopyInto(out *BlueGreenUpdatePolicy)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type BooleanOperator 

type BooleanOperator string
const (
	BooleanOperator_And BooleanOperator = "And"
	BooleanOperator_Or  BooleanOperator = "Or"
)

type CandidateSortBy 

type CandidateSortBy string
const (
	CandidateSortBy_CreationTime              CandidateSortBy = "CreationTime"
	CandidateSortBy_Status                    CandidateSortBy = "Status"
	CandidateSortBy_FinalObjectiveMetricValue CandidateSortBy = "FinalObjectiveMetricValue"
)

type CandidateStatus 

type CandidateStatus string
const (
	CandidateStatus_Completed  CandidateStatus = "Completed"
	CandidateStatus_InProgress CandidateStatus = "InProgress"
	CandidateStatus_Failed     CandidateStatus = "Failed"
	CandidateStatus_Stopped    CandidateStatus = "Stopped"
	CandidateStatus_Stopping   CandidateStatus = "Stopping"
)

type CandidateStepType 

type CandidateStepType string
const (
	CandidateStepType_AWS__SageMaker__TrainingJob   CandidateStepType = "AWS::SageMaker::TrainingJob"
	CandidateStepType_AWS__SageMaker__TransformJob  CandidateStepType = "AWS::SageMaker::TransformJob"
	CandidateStepType_AWS__SageMaker__ProcessingJob CandidateStepType = "AWS::SageMaker::ProcessingJob"
)

type CapacitySize 

type CapacitySize struct {
	Type  *string `json:"type_,omitempty"`
	Value *int64  `json:"value,omitempty"`
}

Currently, the CapacitySize API is not supported.

func (*CapacitySize) DeepCopy 

func (in *CapacitySize) DeepCopy() *CapacitySize

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new CapacitySize.

func (*CapacitySize) DeepCopyInto 

func (in *CapacitySize) DeepCopyInto(out *CapacitySize)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type CapacitySizeType 

type CapacitySizeType string
const (
	CapacitySizeType_INSTANCE_COUNT   CapacitySizeType = "INSTANCE_COUNT"
	CapacitySizeType_CAPACITY_PERCENT CapacitySizeType = "CAPACITY_PERCENT"
)

type CaptureContentTypeHeader 

type CaptureContentTypeHeader struct {
	CsvContentTypes  []*string `json:"csvContentTypes,omitempty"`
	JSONContentTypes []*string `json:"jsonContentTypes,omitempty"`
}

func (*CaptureContentTypeHeader) DeepCopy 

func (in *CaptureContentTypeHeader) DeepCopy() *CaptureContentTypeHeader

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new CaptureContentTypeHeader.

func (*CaptureContentTypeHeader) DeepCopyInto 

func (in *CaptureContentTypeHeader) DeepCopyInto(out *CaptureContentTypeHeader)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type CaptureMode 

type CaptureMode string
const (
	CaptureMode_Input  CaptureMode = "Input"
	CaptureMode_Output CaptureMode = "Output"
)

type CaptureOption 

type CaptureOption struct {
	CaptureMode *string `json:"captureMode,omitempty"`
}

func (*CaptureOption) DeepCopy 

func (in *CaptureOption) DeepCopy() *CaptureOption

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new CaptureOption.

func (*CaptureOption) DeepCopyInto 

func (in *CaptureOption) DeepCopyInto(out *CaptureOption)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type CaptureStatus 

type CaptureStatus string
const (
	CaptureStatus_Started CaptureStatus = "Started"
	CaptureStatus_Stopped CaptureStatus = "Stopped"
)

type CategoricalParameterRange 

type CategoricalParameterRange struct {
	Name   *string   `json:"name,omitempty"`
	Values []*string `json:"values,omitempty"`
}

A list of categorical hyperparameters to tune.

func (*CategoricalParameterRange) DeepCopy 

func (in *CategoricalParameterRange) DeepCopy() *CategoricalParameterRange

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new CategoricalParameterRange.

func (*CategoricalParameterRange) DeepCopyInto 

func (in *CategoricalParameterRange) DeepCopyInto(out *CategoricalParameterRange)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type CategoricalParameterRangeSpecification 

type CategoricalParameterRangeSpecification struct {
	Values []*string `json:"values,omitempty"`
}

Defines the possible values for a categorical hyperparameter.

func (*CategoricalParameterRangeSpecification) DeepCopy 

func (in *CategoricalParameterRangeSpecification) DeepCopy() *CategoricalParameterRangeSpecification

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new CategoricalParameterRangeSpecification.

func (*CategoricalParameterRangeSpecification) DeepCopyInto 

func (in *CategoricalParameterRangeSpecification) DeepCopyInto(out *CategoricalParameterRangeSpecification)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type Channel 

type Channel struct {
	ChannelName     *string `json:"channelName,omitempty"`
	CompressionType *string `json:"compressionType,omitempty"`
	ContentType     *string `json:"contentType,omitempty"`
	// Describes the location of the channel data.
	DataSource        *DataSource `json:"dataSource,omitempty"`
	InputMode         *string     `json:"inputMode,omitempty"`
	RecordWrapperType *string     `json:"recordWrapperType,omitempty"`
	// A configuration for a shuffle option for input data in a channel. If you
	// use S3Prefix for S3DataType, the results of the S3 key prefix matches are
	// shuffled. If you use ManifestFile, the order of the S3 object references
	// in the ManifestFile is shuffled. If you use AugmentedManifestFile, the order
	// of the JSON lines in the AugmentedManifestFile is shuffled. The shuffling
	// order is determined using the Seed value.
	//
	// For Pipe input mode, when ShuffleConfig is specified shuffling is done at
	// the start of every epoch. With large datasets, this ensures that the order
	// of the training data is different for each epoch, and it helps reduce bias
	// and possible overfitting. In a multi-node training job when ShuffleConfig
	// is combined with S3DataDistributionType of ShardedByS3Key, the data is shuffled
	// across nodes so that the content sent to a particular node on the first epoch
	// might be sent to a different node on the second epoch.
	ShuffleConfig *ShuffleConfig `json:"shuffleConfig,omitempty"`
}

A channel is a named input source that training algorithms can consume.

func (*Channel) DeepCopy 

func (in *Channel) DeepCopy() *Channel

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Channel.

func (*Channel) DeepCopyInto 

func (in *Channel) DeepCopyInto(out *Channel)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ChannelSpecification 

type ChannelSpecification struct {
	Description           *string   `json:"description,omitempty"`
	IsRequired            *bool     `json:"isRequired,omitempty"`
	Name                  *string   `json:"name,omitempty"`
	SupportedContentTypes []*string `json:"supportedContentTypes,omitempty"`
}

Defines a named input source, called a channel, to be used by an algorithm.

func (*ChannelSpecification) DeepCopy 

func (in *ChannelSpecification) DeepCopy() *ChannelSpecification

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ChannelSpecification.

func (*ChannelSpecification) DeepCopyInto 

func (in *ChannelSpecification) DeepCopyInto(out *ChannelSpecification)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type CheckpointConfig 

type CheckpointConfig struct {
	LocalPath *string `json:"localPath,omitempty"`
	S3URI     *string `json:"s3URI,omitempty"`
}

Contains information about the output location for managed spot training checkpoint data.

func (*CheckpointConfig) DeepCopy 

func (in *CheckpointConfig) DeepCopy() *CheckpointConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new CheckpointConfig.

func (*CheckpointConfig) DeepCopyInto 

func (in *CheckpointConfig) DeepCopyInto(out *CheckpointConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type CodeRepositorySortBy 

type CodeRepositorySortBy string
const (
	CodeRepositorySortBy_Name             CodeRepositorySortBy = "Name"
	CodeRepositorySortBy_CreationTime     CodeRepositorySortBy = "CreationTime"
	CodeRepositorySortBy_LastModifiedTime CodeRepositorySortBy = "LastModifiedTime"
)

type CodeRepositorySortOrder 

type CodeRepositorySortOrder string
const (
	CodeRepositorySortOrder_Ascending  CodeRepositorySortOrder = "Ascending"
	CodeRepositorySortOrder_Descending CodeRepositorySortOrder = "Descending"
)

type CodeRepositorySummary added in v0.0.3 

type CodeRepositorySummary struct {
	CodeRepositoryName *string      `json:"codeRepositoryName,omitempty"`
	CreationTime       *metav1.Time `json:"creationTime,omitempty"`
	LastModifiedTime   *metav1.Time `json:"lastModifiedTime,omitempty"`
}

Specifies summary information about a Git repository.

func (*CodeRepositorySummary) DeepCopy added in v0.0.3 

func (in *CodeRepositorySummary) DeepCopy() *CodeRepositorySummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new CodeRepositorySummary.

func (*CodeRepositorySummary) DeepCopyInto added in v0.0.3 

func (in *CodeRepositorySummary) DeepCopyInto(out *CodeRepositorySummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type CollectionConfiguration 

type CollectionConfiguration struct {
	CollectionName       *string            `json:"collectionName,omitempty"`
	CollectionParameters map[string]*string `json:"collectionParameters,omitempty"`
}

Configuration information for the Debugger output tensor collections.

func (*CollectionConfiguration) DeepCopy 

func (in *CollectionConfiguration) DeepCopy() *CollectionConfiguration

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new CollectionConfiguration.

func (*CollectionConfiguration) DeepCopyInto 

func (in *CollectionConfiguration) DeepCopyInto(out *CollectionConfiguration)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type CompilationJobStatus 

type CompilationJobStatus string
const (
	CompilationJobStatus_INPROGRESS CompilationJobStatus = "INPROGRESS"
	CompilationJobStatus_COMPLETED  CompilationJobStatus = "COMPLETED"
	CompilationJobStatus_FAILED     CompilationJobStatus = "FAILED"
	CompilationJobStatus_STARTING   CompilationJobStatus = "STARTING"
	CompilationJobStatus_STOPPING   CompilationJobStatus = "STOPPING"
	CompilationJobStatus_STOPPED    CompilationJobStatus = "STOPPED"
)

type CompilationJobSummary 

type CompilationJobSummary struct {
	CompilationEndTime   *metav1.Time `json:"compilationEndTime,omitempty"`
	CompilationJobName   *string      `json:"compilationJobName,omitempty"`
	CompilationStartTime *metav1.Time `json:"compilationStartTime,omitempty"`
	CreationTime         *metav1.Time `json:"creationTime,omitempty"`
	LastModifiedTime     *metav1.Time `json:"lastModifiedTime,omitempty"`
}

A summary of a model compilation job.

func (*CompilationJobSummary) DeepCopy 

func (in *CompilationJobSummary) DeepCopy() *CompilationJobSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new CompilationJobSummary.

func (*CompilationJobSummary) DeepCopyInto 

func (in *CompilationJobSummary) DeepCopyInto(out *CompilationJobSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type CompressionType 

type CompressionType string
const (
	CompressionType_None CompressionType = "None"
	CompressionType_Gzip CompressionType = "Gzip"
)

type ConditionOutcome 

type ConditionOutcome string
const (
	ConditionOutcome_True  ConditionOutcome = "True"
	ConditionOutcome_False ConditionOutcome = "False"
)

type ContainerDefinition 

type ContainerDefinition struct {
	ContainerHostname *string            `json:"containerHostname,omitempty"`
	Environment       map[string]*string `json:"environment,omitempty"`
	Image             *string            `json:"image,omitempty"`
	// Specifies whether the model container is in Amazon ECR or a private Docker
	// registry accessible from your Amazon Virtual Private Cloud (VPC).
	ImageConfig      *ImageConfig `json:"imageConfig,omitempty"`
	Mode             *string      `json:"mode,omitempty"`
	ModelDataURL     *string      `json:"modelDataURL,omitempty"`
	ModelPackageName *string      `json:"modelPackageName,omitempty"`
	// Specifies additional configuration for hosting multi-model endpoints.
	MultiModelConfig *MultiModelConfig `json:"multiModelConfig,omitempty"`
}

Describes the container, as part of model definition.

func (*ContainerDefinition) DeepCopy 

func (in *ContainerDefinition) DeepCopy() *ContainerDefinition

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ContainerDefinition.

func (*ContainerDefinition) DeepCopyInto 

func (in *ContainerDefinition) DeepCopyInto(out *ContainerDefinition)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ContainerMode 

type ContainerMode string
const (
	ContainerMode_SingleModel ContainerMode = "SingleModel"
	ContainerMode_MultiModel  ContainerMode = "MultiModel"
)

type ContentClassifier 

type ContentClassifier string
const (
	ContentClassifier_FreeOfPersonallyIdentifiableInformation ContentClassifier = "FreeOfPersonallyIdentifiableInformation"
	ContentClassifier_FreeOfAdultContent                      ContentClassifier = "FreeOfAdultContent"
)

type ContextSource added in v0.3.0 

type ContextSource struct {
	SourceID   *string `json:"sourceID,omitempty"`
	SourceType *string `json:"sourceType,omitempty"`
}

A structure describing the source of a context.

func (*ContextSource) DeepCopy added in v0.3.0 

func (in *ContextSource) DeepCopy() *ContextSource

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ContextSource.

func (*ContextSource) DeepCopyInto added in v0.3.0 

func (in *ContextSource) DeepCopyInto(out *ContextSource)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ContextSummary 

type ContextSummary struct {
	ContextName      *string      `json:"contextName,omitempty"`
	ContextType      *string      `json:"contextType,omitempty"`
	CreationTime     *metav1.Time `json:"creationTime,omitempty"`
	LastModifiedTime *metav1.Time `json:"lastModifiedTime,omitempty"`
}

Lists a summary of the properties of a context. A context provides a logical grouping of other entities.

func (*ContextSummary) DeepCopy 

func (in *ContextSummary) DeepCopy() *ContextSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ContextSummary.

func (*ContextSummary) DeepCopyInto 

func (in *ContextSummary) DeepCopyInto(out *ContextSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ContinuousParameterRange 

type ContinuousParameterRange struct {
	MaxValue    *string `json:"maxValue,omitempty"`
	MinValue    *string `json:"minValue,omitempty"`
	Name        *string `json:"name,omitempty"`
	ScalingType *string `json:"scalingType,omitempty"`
}

A list of continuous hyperparameters to tune.

func (*ContinuousParameterRange) DeepCopy 

func (in *ContinuousParameterRange) DeepCopy() *ContinuousParameterRange

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ContinuousParameterRange.

func (*ContinuousParameterRange) DeepCopyInto 

func (in *ContinuousParameterRange) DeepCopyInto(out *ContinuousParameterRange)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ContinuousParameterRangeSpecification 

type ContinuousParameterRangeSpecification struct {
	MaxValue *string `json:"maxValue,omitempty"`
	MinValue *string `json:"minValue,omitempty"`
}

Defines the possible values for a continuous hyperparameter.

func (*ContinuousParameterRangeSpecification) DeepCopy 

func (in *ContinuousParameterRangeSpecification) DeepCopy() *ContinuousParameterRangeSpecification

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ContinuousParameterRangeSpecification.

func (*ContinuousParameterRangeSpecification) DeepCopyInto 

func (in *ContinuousParameterRangeSpecification) DeepCopyInto(out *ContinuousParameterRangeSpecification)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type CustomImage added in v0.3.0 

type CustomImage struct {
	AppImageConfigName *string `json:"appImageConfigName,omitempty"`
	ImageName          *string `json:"imageName,omitempty"`
	ImageVersionNumber *int64  `json:"imageVersionNumber,omitempty"`
}

A custom SageMaker image. For more information, see Bring your own SageMaker image (https://docs.aws.amazon.com/sagemaker/latest/dg/studio-byoi.html).

func (*CustomImage) DeepCopy added in v0.3.0 

func (in *CustomImage) DeepCopy() *CustomImage

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new CustomImage.

func (*CustomImage) DeepCopyInto added in v0.3.0 

func (in *CustomImage) DeepCopyInto(out *CustomImage)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type DataCaptureConfig 

type DataCaptureConfig struct {
	CaptureContentTypeHeader  *CaptureContentTypeHeader `json:"captureContentTypeHeader,omitempty"`
	CaptureOptions            []*CaptureOption          `json:"captureOptions,omitempty"`
	DestinationS3URI          *string                   `json:"destinationS3URI,omitempty"`
	EnableCapture             *bool                     `json:"enableCapture,omitempty"`
	InitialSamplingPercentage *int64                    `json:"initialSamplingPercentage,omitempty"`
	KMSKeyID                  *string                   `json:"kmsKeyID,omitempty"`
}

func (*DataCaptureConfig) DeepCopy 

func (in *DataCaptureConfig) DeepCopy() *DataCaptureConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataCaptureConfig.

func (*DataCaptureConfig) DeepCopyInto 

func (in *DataCaptureConfig) DeepCopyInto(out *DataCaptureConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type DataCaptureConfigSummary 

type DataCaptureConfigSummary struct {
	CaptureStatus             *string `json:"captureStatus,omitempty"`
	CurrentSamplingPercentage *int64  `json:"currentSamplingPercentage,omitempty"`
	DestinationS3URI          *string `json:"destinationS3URI,omitempty"`
	EnableCapture             *bool   `json:"enableCapture,omitempty"`
	KMSKeyID                  *string `json:"kmsKeyID,omitempty"`
}

func (*DataCaptureConfigSummary) DeepCopy 

func (in *DataCaptureConfigSummary) DeepCopy() *DataCaptureConfigSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataCaptureConfigSummary.

func (*DataCaptureConfigSummary) DeepCopyInto 

func (in *DataCaptureConfigSummary) DeepCopyInto(out *DataCaptureConfigSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type DataCatalogConfig added in v0.0.3 

type DataCatalogConfig struct {
	Catalog   *string `json:"catalog,omitempty"`
	Database  *string `json:"database,omitempty"`
	TableName *string `json:"tableName,omitempty"`
}

The meta data of the Glue table which serves as data catalog for the OfflineStore.

func (*DataCatalogConfig) DeepCopy added in v0.0.3 

func (in *DataCatalogConfig) DeepCopy() *DataCatalogConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataCatalogConfig.

func (*DataCatalogConfig) DeepCopyInto added in v0.0.3 

func (in *DataCatalogConfig) DeepCopyInto(out *DataCatalogConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type DataDistributionType 

type DataDistributionType string
const (
	DataDistributionType_FullyReplicated DataDistributionType = "FullyReplicated"
	DataDistributionType_ShardedByS3Key  DataDistributionType = "ShardedByS3Key"
)

type DataProcessing 

type DataProcessing struct {
	InputFilter  *string `json:"inputFilter,omitempty"`
	JoinSource   *string `json:"joinSource,omitempty"`
	OutputFilter *string `json:"outputFilter,omitempty"`
}

The data structure used to specify the data to be used for inference in a batch transform job and to associate the data that is relevant to the prediction results in the output. The input filter provided allows you to exclude input data that is not needed for inference in a batch transform job. The output filter provided allows you to include input data relevant to interpreting the predictions in the output from the job. For more information, see Associate Prediction Results with their Corresponding Input Records (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform-data-processing.html).

func (*DataProcessing) DeepCopy 

func (in *DataProcessing) DeepCopy() *DataProcessing

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataProcessing.

func (*DataProcessing) DeepCopyInto 

func (in *DataProcessing) DeepCopyInto(out *DataProcessing)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type DataQualityAppSpecification 

type DataQualityAppSpecification struct {
	ContainerArguments              []*string          `json:"containerArguments,omitempty"`
	ContainerEntrypoint             []*string          `json:"containerEntrypoint,omitempty"`
	Environment                     map[string]*string `json:"environment,omitempty"`
	ImageURI                        *string            `json:"imageURI,omitempty"`
	PostAnalyticsProcessorSourceURI *string            `json:"postAnalyticsProcessorSourceURI,omitempty"`
	RecordPreprocessorSourceURI     *string            `json:"recordPreprocessorSourceURI,omitempty"`
}

Information about the container that a data quality monitoring job runs.

func (*DataQualityAppSpecification) DeepCopy 

func (in *DataQualityAppSpecification) DeepCopy() *DataQualityAppSpecification

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataQualityAppSpecification.

func (*DataQualityAppSpecification) DeepCopyInto 

func (in *DataQualityAppSpecification) DeepCopyInto(out *DataQualityAppSpecification)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type DataQualityBaselineConfig 

type DataQualityBaselineConfig struct {
	BaseliningJobName *string `json:"baseliningJobName,omitempty"`
	// The constraints resource for a monitoring job.
	ConstraintsResource *MonitoringConstraintsResource `json:"constraintsResource,omitempty"`
	// The statistics resource for a monitoring job.
	StatisticsResource *MonitoringStatisticsResource `json:"statisticsResource,omitempty"`
}

Configuration for monitoring constraints and monitoring statistics. These baseline resources are compared against the results of the current job from the series of jobs scheduled to collect data periodically.

func (*DataQualityBaselineConfig) DeepCopy 

func (in *DataQualityBaselineConfig) DeepCopy() *DataQualityBaselineConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataQualityBaselineConfig.

func (*DataQualityBaselineConfig) DeepCopyInto 

func (in *DataQualityBaselineConfig) DeepCopyInto(out *DataQualityBaselineConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type DataQualityJobDefinition 

type DataQualityJobDefinition struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty"`
	Spec              DataQualityJobDefinitionSpec   `json:"spec,omitempty"`
	Status            DataQualityJobDefinitionStatus `json:"status,omitempty"`
}

DataQualityJobDefinition is the Schema for the DataQualityJobDefinitions API +kubebuilder:object:root=true +kubebuilder:subresource:status

func (*DataQualityJobDefinition) DeepCopy 

func (in *DataQualityJobDefinition) DeepCopy() *DataQualityJobDefinition

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataQualityJobDefinition.

func (*DataQualityJobDefinition) DeepCopyInto 

func (in *DataQualityJobDefinition) DeepCopyInto(out *DataQualityJobDefinition)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataQualityJobDefinition) DeepCopyObject 

func (in *DataQualityJobDefinition) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type DataQualityJobDefinitionList 

type DataQualityJobDefinitionList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty"`
	Items           []DataQualityJobDefinition `json:"items"`
}

DataQualityJobDefinitionList contains a list of DataQualityJobDefinition +kubebuilder:object:root=true

func (*DataQualityJobDefinitionList) DeepCopy 

func (in *DataQualityJobDefinitionList) DeepCopy() *DataQualityJobDefinitionList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataQualityJobDefinitionList.

func (*DataQualityJobDefinitionList) DeepCopyInto 

func (in *DataQualityJobDefinitionList) DeepCopyInto(out *DataQualityJobDefinitionList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataQualityJobDefinitionList) DeepCopyObject 

func (in *DataQualityJobDefinitionList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type DataQualityJobDefinitionSpec 

type DataQualityJobDefinitionSpec struct {
	// Specifies the container that runs the monitoring job.
	// +kubebuilder:validation:Required
	DataQualityAppSpecification *DataQualityAppSpecification `json:"dataQualityAppSpecification"`
	// Configures the constraints and baselines for the monitoring job.
	DataQualityBaselineConfig *DataQualityBaselineConfig `json:"dataQualityBaselineConfig,omitempty"`
	// A list of inputs for the monitoring job. Currently endpoints are supported
	// as monitoring inputs.
	// +kubebuilder:validation:Required
	DataQualityJobInput *DataQualityJobInput `json:"dataQualityJobInput"`

	// +kubebuilder:validation:Required
	DataQualityJobOutputConfig *MonitoringOutputConfig `json:"dataQualityJobOutputConfig"`
	// The name for the monitoring job definition.
	// +kubebuilder:validation:Required
	JobDefinitionName *string `json:"jobDefinitionName"`

	// +kubebuilder:validation:Required
	JobResources *MonitoringResources `json:"jobResources"`
	// Specifies networking configuration for the monitoring job.
	NetworkConfig *MonitoringNetworkConfig `json:"networkConfig,omitempty"`
	// The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume
	// to perform tasks on your behalf.
	// +kubebuilder:validation:Required
	RoleARN *string `json:"roleARN"`

	StoppingCondition *MonitoringStoppingCondition `json:"stoppingCondition,omitempty"`
	// (Optional) An array of key-value pairs. For more information, see Using Cost
	// Allocation Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-whatURL)
	// in the AWS Billing and Cost Management User Guide.
	Tags []*Tag `json:"tags,omitempty"`
}

DataQualityJobDefinitionSpec defines the desired state of DataQualityJobDefinition.

func (*DataQualityJobDefinitionSpec) DeepCopy 

func (in *DataQualityJobDefinitionSpec) DeepCopy() *DataQualityJobDefinitionSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataQualityJobDefinitionSpec.

func (*DataQualityJobDefinitionSpec) DeepCopyInto 

func (in *DataQualityJobDefinitionSpec) DeepCopyInto(out *DataQualityJobDefinitionSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type DataQualityJobDefinitionStatus 

type DataQualityJobDefinitionStatus struct {
	// All CRs managed by ACK have a common `Status.ACKResourceMetadata` member
	// that is used to contain resource sync state, account ownership,
	// constructed ARN for the resource
	// +kubebuilder:validation:Optional
	ACKResourceMetadata *ackv1alpha1.ResourceMetadata `json:"ackResourceMetadata"`
	// All CRS managed by ACK have a common `Status.Conditions` member that
	// contains a collection of `ackv1alpha1.Condition` objects that describe
	// the various terminal states of the CR and its backend AWS service API
	// resource
	// +kubebuilder:validation:Optional
	Conditions []*ackv1alpha1.Condition `json:"conditions"`
}

DataQualityJobDefinitionStatus defines the observed state of DataQualityJobDefinition

func (*DataQualityJobDefinitionStatus) DeepCopy 

func (in *DataQualityJobDefinitionStatus) DeepCopy() *DataQualityJobDefinitionStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataQualityJobDefinitionStatus.

func (*DataQualityJobDefinitionStatus) DeepCopyInto 

func (in *DataQualityJobDefinitionStatus) DeepCopyInto(out *DataQualityJobDefinitionStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type DataQualityJobInput 

type DataQualityJobInput struct {
	// Input object for the endpoint
	EndpointInput *EndpointInput `json:"endpointInput,omitempty"`
}

The input for the data quality monitoring job. Currently endpoints are supported for input.

func (*DataQualityJobInput) DeepCopy 

func (in *DataQualityJobInput) DeepCopy() *DataQualityJobInput

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataQualityJobInput.

func (*DataQualityJobInput) DeepCopyInto 

func (in *DataQualityJobInput) DeepCopyInto(out *DataQualityJobInput)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type DataSource 

type DataSource struct {
	// Specifies a file system data source for a channel.
	FileSystemDataSource *FileSystemDataSource `json:"fileSystemDataSource,omitempty"`
	// Describes the S3 data source.
	S3DataSource *S3DataSource `json:"s3DataSource,omitempty"`
}

Describes the location of the channel data.

func (*DataSource) DeepCopy 

func (in *DataSource) DeepCopy() *DataSource

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataSource.

func (*DataSource) DeepCopyInto 

func (in *DataSource) DeepCopyInto(out *DataSource)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type DatasetDefinition 

type DatasetDefinition struct {
	// Configuration for Athena Dataset Definition input.
	AthenaDatasetDefinition *AthenaDatasetDefinition `json:"athenaDatasetDefinition,omitempty"`
	DataDistributionType    *string                  `json:"dataDistributionType,omitempty"`
	InputMode               *string                  `json:"inputMode,omitempty"`
	LocalPath               *string                  `json:"localPath,omitempty"`
	// Configuration for Redshift Dataset Definition input.
	RedshiftDatasetDefinition *RedshiftDatasetDefinition `json:"redshiftDatasetDefinition,omitempty"`
}

Configuration for Dataset Definition inputs. The Dataset Definition input must specify exactly one of either AthenaDatasetDefinition or RedshiftDatasetDefinition types.

func (*DatasetDefinition) DeepCopy 

func (in *DatasetDefinition) DeepCopy() *DatasetDefinition

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DatasetDefinition.

func (*DatasetDefinition) DeepCopyInto 

func (in *DatasetDefinition) DeepCopyInto(out *DatasetDefinition)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type DebugHookConfig 

type DebugHookConfig struct {
	CollectionConfigurations []*CollectionConfiguration `json:"collectionConfigurations,omitempty"`
	HookParameters           map[string]*string         `json:"hookParameters,omitempty"`
	LocalPath                *string                    `json:"localPath,omitempty"`
	S3OutputPath             *string                    `json:"s3OutputPath,omitempty"`
}

Configuration information for the Debugger hook parameters, metric and tensor collections, and storage paths. To learn more about how to configure the DebugHookConfig parameter, see Use the SageMaker and Debugger Configuration API Operations to Create, Update, and Debug Your Training Job (https://docs.aws.amazon.com/sagemaker/latest/dg/debugger-createtrainingjob-api.html).

func (*DebugHookConfig) DeepCopy 

func (in *DebugHookConfig) DeepCopy() *DebugHookConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DebugHookConfig.

func (*DebugHookConfig) DeepCopyInto 

func (in *DebugHookConfig) DeepCopyInto(out *DebugHookConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type DebugRuleConfiguration 

type DebugRuleConfiguration struct {
	InstanceType          *string            `json:"instanceType,omitempty"`
	LocalPath             *string            `json:"localPath,omitempty"`
	RuleConfigurationName *string            `json:"ruleConfigurationName,omitempty"`
	RuleEvaluatorImage    *string            `json:"ruleEvaluatorImage,omitempty"`
	RuleParameters        map[string]*string `json:"ruleParameters,omitempty"`
	S3OutputPath          *string            `json:"s3OutputPath,omitempty"`
	VolumeSizeInGB        *int64             `json:"volumeSizeInGB,omitempty"`
}

Configuration information for SageMaker Debugger rules for debugging. To learn more about how to configure the DebugRuleConfiguration parameter, see Use the SageMaker and Debugger Configuration API Operations to Create, Update, and Debug Your Training Job (https://docs.aws.amazon.com/sagemaker/latest/dg/debugger-createtrainingjob-api.html).

func (*DebugRuleConfiguration) DeepCopy 

func (in *DebugRuleConfiguration) DeepCopy() *DebugRuleConfiguration

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DebugRuleConfiguration.

func (*DebugRuleConfiguration) DeepCopyInto 

func (in *DebugRuleConfiguration) DeepCopyInto(out *DebugRuleConfiguration)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type DebugRuleEvaluationStatus 

type DebugRuleEvaluationStatus struct {
	LastModifiedTime      *metav1.Time `json:"lastModifiedTime,omitempty"`
	RuleConfigurationName *string      `json:"ruleConfigurationName,omitempty"`
	RuleEvaluationJobARN  *string      `json:"ruleEvaluationJobARN,omitempty"`
	RuleEvaluationStatus  *string      `json:"ruleEvaluationStatus,omitempty"`
	StatusDetails         *string      `json:"statusDetails,omitempty"`
}

Information about the status of the rule evaluation.

func (*DebugRuleEvaluationStatus) DeepCopy 

func (in *DebugRuleEvaluationStatus) DeepCopy() *DebugRuleEvaluationStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DebugRuleEvaluationStatus.

func (*DebugRuleEvaluationStatus) DeepCopyInto 

func (in *DebugRuleEvaluationStatus) DeepCopyInto(out *DebugRuleEvaluationStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type DeployedImage 

type DeployedImage struct {
	ResolutionTime *metav1.Time `json:"resolutionTime,omitempty"`
	ResolvedImage  *string      `json:"resolvedImage,omitempty"`
	SpecifiedImage *string      `json:"specifiedImage,omitempty"`
}

Gets the Amazon EC2 Container Registry path of the docker image of the model that is hosted in this ProductionVariant.

If you used the registry/repository[:tag] form to specify the image path of the primary container when you created the model hosted in this ProductionVariant, the path resolves to a path of the form registry/repository[@digest]. A digest is a hash value that identifies a specific version of an image. For information about Amazon ECR paths, see Pulling an Image (https://docs.aws.amazon.com/AmazonECR/latest/userguide/docker-pull-ecr-image.html) in the Amazon ECR User Guide.

func (*DeployedImage) DeepCopy 

func (in *DeployedImage) DeepCopy() *DeployedImage

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DeployedImage.

func (*DeployedImage) DeepCopyInto 

func (in *DeployedImage) DeepCopyInto(out *DeployedImage)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type DeploymentConfig 

type DeploymentConfig struct {
	// Currently, the AutoRollbackConfig API is not supported.
	AutoRollbackConfiguration *AutoRollbackConfig `json:"autoRollbackConfiguration,omitempty"`
	// Currently, the BlueGreenUpdatePolicy API is not supported.
	BlueGreenUpdatePolicy *BlueGreenUpdatePolicy `json:"blueGreenUpdatePolicy,omitempty"`
}

Currently, the DeploymentConfig API is not supported.

func (*DeploymentConfig) DeepCopy 

func (in *DeploymentConfig) DeepCopy() *DeploymentConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DeploymentConfig.

func (*DeploymentConfig) DeepCopyInto 

func (in *DeploymentConfig) DeepCopyInto(out *DeploymentConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type DesiredWeightAndCapacity 

type DesiredWeightAndCapacity struct {
	DesiredInstanceCount *int64   `json:"desiredInstanceCount,omitempty"`
	DesiredWeight        *float64 `json:"desiredWeight,omitempty"`
	VariantName          *string  `json:"variantName,omitempty"`
}

Specifies weight and capacity values for a production variant.

func (*DesiredWeightAndCapacity) DeepCopy 

func (in *DesiredWeightAndCapacity) DeepCopy() *DesiredWeightAndCapacity

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DesiredWeightAndCapacity.

func (*DesiredWeightAndCapacity) DeepCopyInto 

func (in *DesiredWeightAndCapacity) DeepCopyInto(out *DesiredWeightAndCapacity)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type DetailedAlgorithmStatus 

type DetailedAlgorithmStatus string
const (
	DetailedAlgorithmStatus_NotStarted DetailedAlgorithmStatus = "NotStarted"
	DetailedAlgorithmStatus_InProgress DetailedAlgorithmStatus = "InProgress"
	DetailedAlgorithmStatus_Completed  DetailedAlgorithmStatus = "Completed"
	DetailedAlgorithmStatus_Failed     DetailedAlgorithmStatus = "Failed"
)

type DetailedModelPackageStatus 

type DetailedModelPackageStatus string
const (
	DetailedModelPackageStatus_NotStarted DetailedModelPackageStatus = "NotStarted"
	DetailedModelPackageStatus_InProgress DetailedModelPackageStatus = "InProgress"
	DetailedModelPackageStatus_Completed  DetailedModelPackageStatus = "Completed"
	DetailedModelPackageStatus_Failed     DetailedModelPackageStatus = "Failed"
)

type DeviceFleetSummary 

type DeviceFleetSummary struct {
	CreationTime     *metav1.Time `json:"creationTime,omitempty"`
	DeviceFleetName  *string      `json:"deviceFleetName,omitempty"`
	LastModifiedTime *metav1.Time `json:"lastModifiedTime,omitempty"`
}

Summary of the device fleet.

func (*DeviceFleetSummary) DeepCopy 

func (in *DeviceFleetSummary) DeepCopy() *DeviceFleetSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DeviceFleetSummary.

func (*DeviceFleetSummary) DeepCopyInto 

func (in *DeviceFleetSummary) DeepCopyInto(out *DeviceFleetSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type DeviceSummary 

type DeviceSummary struct {
	DeviceFleetName  *string      `json:"deviceFleetName,omitempty"`
	DeviceName       *string      `json:"deviceName,omitempty"`
	LatestHeartbeat  *metav1.Time `json:"latestHeartbeat,omitempty"`
	RegistrationTime *metav1.Time `json:"registrationTime,omitempty"`
}

Summary of the device.

func (*DeviceSummary) DeepCopy 

func (in *DeviceSummary) DeepCopy() *DeviceSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DeviceSummary.

func (*DeviceSummary) DeepCopyInto 

func (in *DeviceSummary) DeepCopyInto(out *DeviceSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type DirectInternetAccess 

type DirectInternetAccess string
const (
	DirectInternetAccess_Enabled  DirectInternetAccess = "Enabled"
	DirectInternetAccess_Disabled DirectInternetAccess = "Disabled"
)

type Domain added in v0.3.0 

type Domain struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty"`
	Spec              DomainSpec   `json:"spec,omitempty"`
	Status            DomainStatus `json:"status,omitempty"`
}

Domain is the Schema for the Domains API +kubebuilder:object:root=true +kubebuilder:subresource:status +kubebuilder:printcolumn:name="DOMAIN-ID",type=string,priority=0,JSONPath=`.status.domainID` +kubebuilder:printcolumn:name="STATUS",type=string,priority=0,JSONPath=`.status.status`

func (*Domain) DeepCopy added in v0.3.0 

func (in *Domain) DeepCopy() *Domain

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Domain.

func (*Domain) DeepCopyInto added in v0.3.0 

func (in *Domain) DeepCopyInto(out *Domain)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*Domain) DeepCopyObject added in v0.3.0 

func (in *Domain) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type DomainDetails added in v0.0.3 

type DomainDetails struct {
	CreationTime     *metav1.Time `json:"creationTime,omitempty"`
	DomainARN        *string      `json:"domainARN,omitempty"`
	DomainID         *string      `json:"domainID,omitempty"`
	DomainName       *string      `json:"domainName,omitempty"`
	LastModifiedTime *metav1.Time `json:"lastModifiedTime,omitempty"`
	Status           *string      `json:"status,omitempty"`
	URL              *string      `json:"url,omitempty"`
}

The domain's details.

func (*DomainDetails) DeepCopy added in v0.0.3 

func (in *DomainDetails) DeepCopy() *DomainDetails

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DomainDetails.

func (*DomainDetails) DeepCopyInto added in v0.0.3 

func (in *DomainDetails) DeepCopyInto(out *DomainDetails)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type DomainList added in v0.3.0 

type DomainList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty"`
	Items           []Domain `json:"items"`
}

DomainList contains a list of Domain +kubebuilder:object:root=true

func (*DomainList) DeepCopy added in v0.3.0 

func (in *DomainList) DeepCopy() *DomainList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DomainList.

func (*DomainList) DeepCopyInto added in v0.3.0 

func (in *DomainList) DeepCopyInto(out *DomainList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DomainList) DeepCopyObject added in v0.3.0 

func (in *DomainList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type DomainSpec added in v0.3.0 

type DomainSpec struct {
	// Specifies the VPC used for non-EFS traffic. The default value is PublicInternetOnly.
	//
	//    * PublicInternetOnly - Non-EFS traffic is through a VPC managed by Amazon
	//    SageMaker, which allows direct internet access
	//
	//    * VpcOnly - All Studio traffic is through the specified VPC and subnets
	AppNetworkAccessType *string `json:"appNetworkAccessType,omitempty"`
	// The mode of authentication that members use to access the domain.
	// +kubebuilder:validation:Required
	AuthMode *string `json:"authMode"`
	// The default settings to use to create a user profile when UserSettings isn't
	// specified in the call to the CreateUserProfile API.
	//
	// SecurityGroups is aggregated when specified in both calls. For all other
	// settings in UserSettings, the values specified in CreateUserProfile take
	// precedence over those specified in CreateDomain.
	// +kubebuilder:validation:Required
	DefaultUserSettings *UserSettings `json:"defaultUserSettings"`
	// A name for the domain.
	// +kubebuilder:validation:Required
	DomainName *string `json:"domainName"`
	// This member is deprecated and replaced with KmsKeyId.
	HomeEFSFileSystemKMSKeyID *string `json:"homeEFSFileSystemKMSKeyID,omitempty"`
	// SageMaker uses AWS KMS to encrypt the EFS volume attached to the domain with
	// an AWS managed customer master key (CMK) by default. For more control, specify
	// a customer managed CMK.
	KMSKeyID *string `json:"kmsKeyID,omitempty"`
	// The VPC subnets that Studio uses for communication.
	// +kubebuilder:validation:Required
	SubnetIDs []*string `json:"subnetIDs"`
	// Tags to associated with the Domain. Each tag consists of a key and an optional
	// value. Tag keys must be unique per resource. Tags are searchable using the
	// Search API.
	Tags []*Tag `json:"tags,omitempty"`
	// The ID of the Amazon Virtual Private Cloud (VPC) that Studio uses for communication.
	// +kubebuilder:validation:Required
	VPCID *string `json:"vpcID"`
}

DomainSpec defines the desired state of Domain.

func (*DomainSpec) DeepCopy added in v0.3.0 

func (in *DomainSpec) DeepCopy() *DomainSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DomainSpec.

func (*DomainSpec) DeepCopyInto added in v0.3.0 

func (in *DomainSpec) DeepCopyInto(out *DomainSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type DomainStatus 

type DomainStatus struct {
	// All CRs managed by ACK have a common `Status.ACKResourceMetadata` member
	// that is used to contain resource sync state, account ownership,
	// constructed ARN for the resource
	// +kubebuilder:validation:Optional
	ACKResourceMetadata *ackv1alpha1.ResourceMetadata `json:"ackResourceMetadata"`
	// All CRS managed by ACK have a common `Status.Conditions` member that
	// contains a collection of `ackv1alpha1.Condition` objects that describe
	// the various terminal states of the CR and its backend AWS service API
	// resource
	// +kubebuilder:validation:Optional
	Conditions []*ackv1alpha1.Condition `json:"conditions"`
	// The domain ID.
	// +kubebuilder:validation:Optional
	DomainID *string `json:"domainID,omitempty"`
	// The status.
	// +kubebuilder:validation:Optional
	Status *string `json:"status,omitempty"`
	// The URL to the created domain.
	// +kubebuilder:validation:Optional
	URL *string `json:"url,omitempty"`
}

DomainStatus defines the observed state of Domain

func (*DomainStatus) DeepCopy added in v0.3.0 

func (in *DomainStatus) DeepCopy() *DomainStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DomainStatus.

func (*DomainStatus) DeepCopyInto added in v0.3.0 

func (in *DomainStatus) DeepCopyInto(out *DomainStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type DomainStatus_SDK added in v0.3.0 

type DomainStatus_SDK string
const (
	DomainStatus_SDK_Deleting      DomainStatus_SDK = "Deleting"
	DomainStatus_SDK_Failed        DomainStatus_SDK = "Failed"
	DomainStatus_SDK_InService     DomainStatus_SDK = "InService"
	DomainStatus_SDK_Pending       DomainStatus_SDK = "Pending"
	DomainStatus_SDK_Updating      DomainStatus_SDK = "Updating"
	DomainStatus_SDK_Update_Failed DomainStatus_SDK = "Update_Failed"
	DomainStatus_SDK_Delete_Failed DomainStatus_SDK = "Delete_Failed"
)

type EdgeModel 

type EdgeModel struct {
	LatestInference  *metav1.Time `json:"latestInference,omitempty"`
	LatestSampleTime *metav1.Time `json:"latestSampleTime,omitempty"`
	ModelName        *string      `json:"modelName,omitempty"`
}

The model on the edge device.

func (*EdgeModel) DeepCopy 

func (in *EdgeModel) DeepCopy() *EdgeModel

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new EdgeModel.

func (*EdgeModel) DeepCopyInto 

func (in *EdgeModel) DeepCopyInto(out *EdgeModel)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type EdgeModelStat added in v0.0.3 

type EdgeModelStat struct {
	ModelName *string `json:"modelName,omitempty"`
}

Status of edge devices with this model.

func (*EdgeModelStat) DeepCopy added in v0.0.3 

func (in *EdgeModelStat) DeepCopy() *EdgeModelStat

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new EdgeModelStat.

func (*EdgeModelStat) DeepCopyInto added in v0.0.3 

func (in *EdgeModelStat) DeepCopyInto(out *EdgeModelStat)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type EdgeModelSummary added in v0.0.3 

type EdgeModelSummary struct {
	ModelName *string `json:"modelName,omitempty"`
}

Summary of model on edge device.

func (*EdgeModelSummary) DeepCopy added in v0.0.3 

func (in *EdgeModelSummary) DeepCopy() *EdgeModelSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new EdgeModelSummary.

func (*EdgeModelSummary) DeepCopyInto added in v0.0.3 

func (in *EdgeModelSummary) DeepCopyInto(out *EdgeModelSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type EdgeOutputConfig 

type EdgeOutputConfig struct {
	KMSKeyID         *string `json:"kmsKeyID,omitempty"`
	S3OutputLocation *string `json:"s3OutputLocation,omitempty"`
}

The output configuration.

func (*EdgeOutputConfig) DeepCopy 

func (in *EdgeOutputConfig) DeepCopy() *EdgeOutputConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new EdgeOutputConfig.

func (*EdgeOutputConfig) DeepCopyInto 

func (in *EdgeOutputConfig) DeepCopyInto(out *EdgeOutputConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type EdgePackagingJobStatus 

type EdgePackagingJobStatus string
const (
	EdgePackagingJobStatus_STARTING   EdgePackagingJobStatus = "STARTING"
	EdgePackagingJobStatus_INPROGRESS EdgePackagingJobStatus = "INPROGRESS"
	EdgePackagingJobStatus_COMPLETED  EdgePackagingJobStatus = "COMPLETED"
	EdgePackagingJobStatus_FAILED     EdgePackagingJobStatus = "FAILED"
	EdgePackagingJobStatus_STOPPING   EdgePackagingJobStatus = "STOPPING"
	EdgePackagingJobStatus_STOPPED    EdgePackagingJobStatus = "STOPPED"
)

type EdgePackagingJobSummary 

type EdgePackagingJobSummary struct {
	CompilationJobName   *string      `json:"compilationJobName,omitempty"`
	CreationTime         *metav1.Time `json:"creationTime,omitempty"`
	EdgePackagingJobName *string      `json:"edgePackagingJobName,omitempty"`
	LastModifiedTime     *metav1.Time `json:"lastModifiedTime,omitempty"`
	ModelName            *string      `json:"modelName,omitempty"`
}

Summary of edge packaging job.

func (*EdgePackagingJobSummary) DeepCopy 

func (in *EdgePackagingJobSummary) DeepCopy() *EdgePackagingJobSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new EdgePackagingJobSummary.

func (*EdgePackagingJobSummary) DeepCopyInto 

func (in *EdgePackagingJobSummary) DeepCopyInto(out *EdgePackagingJobSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type Endpoint 

type Endpoint struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty"`
	Spec              EndpointSpec   `json:"spec,omitempty"`
	Status            EndpointStatus `json:"status,omitempty"`
}

Endpoint is the Schema for the Endpoints API +kubebuilder:object:root=true +kubebuilder:subresource:status +kubebuilder:printcolumn:name="FAILURE-REASON",type=string,priority=1,JSONPath=`.status.failureReason` +kubebuilder:printcolumn:name="STATUS",type=string,priority=0,JSONPath=`.status.endpointStatus`

func (*Endpoint) DeepCopy 

func (in *Endpoint) DeepCopy() *Endpoint

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Endpoint.

func (*Endpoint) DeepCopyInto 

func (in *Endpoint) DeepCopyInto(out *Endpoint)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*Endpoint) DeepCopyObject 

func (in *Endpoint) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type EndpointConfig 

type EndpointConfig struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty"`
	Spec              EndpointConfigSpec   `json:"spec,omitempty"`
	Status            EndpointConfigStatus `json:"status,omitempty"`
}

EndpointConfig is the Schema for the EndpointConfigs API +kubebuilder:object:root=true +kubebuilder:subresource:status

func (*EndpointConfig) DeepCopy 

func (in *EndpointConfig) DeepCopy() *EndpointConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new EndpointConfig.

func (*EndpointConfig) DeepCopyInto 

func (in *EndpointConfig) DeepCopyInto(out *EndpointConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*EndpointConfig) DeepCopyObject 

func (in *EndpointConfig) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type EndpointConfigList 

type EndpointConfigList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty"`
	Items           []EndpointConfig `json:"items"`
}

EndpointConfigList contains a list of EndpointConfig +kubebuilder:object:root=true

func (*EndpointConfigList) DeepCopy 

func (in *EndpointConfigList) DeepCopy() *EndpointConfigList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new EndpointConfigList.

func (*EndpointConfigList) DeepCopyInto 

func (in *EndpointConfigList) DeepCopyInto(out *EndpointConfigList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*EndpointConfigList) DeepCopyObject 

func (in *EndpointConfigList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type EndpointConfigSortKey 

type EndpointConfigSortKey string
const (
	EndpointConfigSortKey_Name         EndpointConfigSortKey = "Name"
	EndpointConfigSortKey_CreationTime EndpointConfigSortKey = "CreationTime"
)

type EndpointConfigSpec 

type EndpointConfigSpec struct {
	DataCaptureConfig *DataCaptureConfig `json:"dataCaptureConfig,omitempty"`
	// The name of the endpoint configuration. You specify this name in a CreateEndpoint
	// request.
	// +kubebuilder:validation:Required
	EndpointConfigName *string `json:"endpointConfigName"`
	// The Amazon Resource Name (ARN) of a AWS Key Management Service key that Amazon
	// SageMaker uses to encrypt data on the storage volume attached to the ML compute
	// instance that hosts the endpoint.
	//
	// The KmsKeyId can be any of the following formats:
	//
	//    * Key ID: 1234abcd-12ab-34cd-56ef-1234567890ab
	//
	//    * Key ARN: arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab
	//
	//    * Alias name: alias/ExampleAlias
	//
	//    * Alias name ARN: arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias
	//
	// The KMS key policy must grant permission to the IAM role that you specify
	// in your CreateEndpoint, UpdateEndpoint requests. For more information, refer
	// to the AWS Key Management Service section Using Key Policies in AWS KMS (https://docs.aws.amazon.com/kms/latest/developerguide/key-policies.html)
	//
	// Certain Nitro-based instances include local storage, dependent on the instance
	// type. Local storage volumes are encrypted using a hardware module on the
	// instance. You can't request a KmsKeyId when using an instance type with local
	// storage. If any of the models that you specify in the ProductionVariants
	// parameter use nitro-based instances with local storage, do not specify a
	// value for the KmsKeyId parameter. If you specify a value for KmsKeyId when
	// using any nitro-based instances with local storage, the call to CreateEndpointConfig
	// fails.
	//
	// For a list of instance types that support local instance storage, see Instance
	// Store Volumes (https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/InstanceStorage.html#instance-store-volumes).
	//
	// For more information about local instance storage encryption, see SSD Instance
	// Store Volumes (https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/ssd-instance-store.html).
	KMSKeyID *string `json:"kmsKeyID,omitempty"`
	// An list of ProductionVariant objects, one for each model that you want to
	// host at this endpoint.
	// +kubebuilder:validation:Required
	ProductionVariants []*ProductionVariant `json:"productionVariants"`
	// An array of key-value pairs. You can use tags to categorize your AWS resources
	// in different ways, for example, by purpose, owner, or environment. For more
	// information, see Tagging AWS Resources (https://docs.aws.amazon.com/general/latest/gr/aws_tagging.html).
	Tags []*Tag `json:"tags,omitempty"`
}

EndpointConfigSpec defines the desired state of EndpointConfig.

func (*EndpointConfigSpec) DeepCopy 

func (in *EndpointConfigSpec) DeepCopy() *EndpointConfigSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new EndpointConfigSpec.

func (*EndpointConfigSpec) DeepCopyInto 

func (in *EndpointConfigSpec) DeepCopyInto(out *EndpointConfigSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type EndpointConfigStatus 

type EndpointConfigStatus struct {
	// All CRs managed by ACK have a common `Status.ACKResourceMetadata` member
	// that is used to contain resource sync state, account ownership,
	// constructed ARN for the resource
	// +kubebuilder:validation:Optional
	ACKResourceMetadata *ackv1alpha1.ResourceMetadata `json:"ackResourceMetadata"`
	// All CRS managed by ACK have a common `Status.Conditions` member that
	// contains a collection of `ackv1alpha1.Condition` objects that describe
	// the various terminal states of the CR and its backend AWS service API
	// resource
	// +kubebuilder:validation:Optional
	Conditions []*ackv1alpha1.Condition `json:"conditions"`
}

EndpointConfigStatus defines the observed state of EndpointConfig

func (*EndpointConfigStatus) DeepCopy 

func (in *EndpointConfigStatus) DeepCopy() *EndpointConfigStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new EndpointConfigStatus.

func (*EndpointConfigStatus) DeepCopyInto 

func (in *EndpointConfigStatus) DeepCopyInto(out *EndpointConfigStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type EndpointConfigSummary 

type EndpointConfigSummary struct {
	CreationTime       *metav1.Time `json:"creationTime,omitempty"`
	EndpointConfigARN  *string      `json:"endpointConfigARN,omitempty"`
	EndpointConfigName *string      `json:"endpointConfigName,omitempty"`
}

Provides summary information for an endpoint configuration.

func (*EndpointConfigSummary) DeepCopy 

func (in *EndpointConfigSummary) DeepCopy() *EndpointConfigSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new EndpointConfigSummary.

func (*EndpointConfigSummary) DeepCopyInto 

func (in *EndpointConfigSummary) DeepCopyInto(out *EndpointConfigSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type EndpointInput 

type EndpointInput struct {
	EndTimeOffset                 *string  `json:"endTimeOffset,omitempty"`
	EndpointName                  *string  `json:"endpointName,omitempty"`
	FeaturesAttribute             *string  `json:"featuresAttribute,omitempty"`
	InferenceAttribute            *string  `json:"inferenceAttribute,omitempty"`
	LocalPath                     *string  `json:"localPath,omitempty"`
	ProbabilityAttribute          *string  `json:"probabilityAttribute,omitempty"`
	ProbabilityThresholdAttribute *float64 `json:"probabilityThresholdAttribute,omitempty"`
	S3DataDistributionType        *string  `json:"s3DataDistributionType,omitempty"`
	S3InputMode                   *string  `json:"s3InputMode,omitempty"`
	StartTimeOffset               *string  `json:"startTimeOffset,omitempty"`
}

Input object for the endpoint

func (*EndpointInput) DeepCopy 

func (in *EndpointInput) DeepCopy() *EndpointInput

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new EndpointInput.

func (*EndpointInput) DeepCopyInto 

func (in *EndpointInput) DeepCopyInto(out *EndpointInput)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type EndpointList 

type EndpointList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty"`
	Items           []Endpoint `json:"items"`
}

EndpointList contains a list of Endpoint +kubebuilder:object:root=true

func (*EndpointList) DeepCopy 

func (in *EndpointList) DeepCopy() *EndpointList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new EndpointList.

func (*EndpointList) DeepCopyInto 

func (in *EndpointList) DeepCopyInto(out *EndpointList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*EndpointList) DeepCopyObject 

func (in *EndpointList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type EndpointSortKey 

type EndpointSortKey string
const (
	EndpointSortKey_Name         EndpointSortKey = "Name"
	EndpointSortKey_CreationTime EndpointSortKey = "CreationTime"
	EndpointSortKey_Status       EndpointSortKey = "Status"
)

type EndpointSpec 

type EndpointSpec struct {
	// The name of an endpoint configuration. For more information, see CreateEndpointConfig.
	// +kubebuilder:validation:Required
	EndpointConfigName *string `json:"endpointConfigName"`
	// The name of the endpoint.The name must be unique within an AWS Region in
	// your AWS account. The name is case-insensitive in CreateEndpoint, but the
	// case is preserved and must be matched in .
	// +kubebuilder:validation:Required
	EndpointName *string `json:"endpointName"`
	// An array of key-value pairs. You can use tags to categorize your AWS resources
	// in different ways, for example, by purpose, owner, or environment. For more
	// information, see Tagging AWS Resources (https://docs.aws.amazon.com/general/latest/gr/aws_tagging.html).
	Tags []*Tag `json:"tags,omitempty"`
}

EndpointSpec defines the desired state of Endpoint.

A hosted endpoint for real-time inference.

func (*EndpointSpec) DeepCopy 

func (in *EndpointSpec) DeepCopy() *EndpointSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new EndpointSpec.

func (*EndpointSpec) DeepCopyInto 

func (in *EndpointSpec) DeepCopyInto(out *EndpointSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type EndpointStatus 

type EndpointStatus struct {
	// All CRs managed by ACK have a common `Status.ACKResourceMetadata` member
	// that is used to contain resource sync state, account ownership,
	// constructed ARN for the resource
	// +kubebuilder:validation:Optional
	ACKResourceMetadata *ackv1alpha1.ResourceMetadata `json:"ackResourceMetadata"`
	// All CRS managed by ACK have a common `Status.Conditions` member that
	// contains a collection of `ackv1alpha1.Condition` objects that describe
	// the various terminal states of the CR and its backend AWS service API
	// resource
	// +kubebuilder:validation:Optional
	Conditions []*ackv1alpha1.Condition `json:"conditions"`
	// A timestamp that shows when the endpoint was created.
	// +kubebuilder:validation:Optional
	CreationTime *metav1.Time `json:"creationTime,omitempty"`
	// The status of the endpoint.
	//
	//    * OutOfService: Endpoint is not available to take incoming requests.
	//
	//    * Creating: CreateEndpoint is executing.
	//
	//    * Updating: UpdateEndpoint or UpdateEndpointWeightsAndCapacities is executing.
	//
	//    * SystemUpdating: Endpoint is undergoing maintenance and cannot be updated
	//    or deleted or re-scaled until it has completed. This maintenance operation
	//    does not change any customer-specified values such as VPC config, KMS
	//    encryption, model, instance type, or instance count.
	//
	//    * RollingBack: Endpoint fails to scale up or down or change its variant
	//    weight and is in the process of rolling back to its previous configuration.
	//    Once the rollback completes, endpoint returns to an InService status.
	//    This transitional status only applies to an endpoint that has autoscaling
	//    enabled and is undergoing variant weight or capacity changes as part of
	//    an UpdateEndpointWeightsAndCapacities call or when the UpdateEndpointWeightsAndCapacities
	//    operation is called explicitly.
	//
	//    * InService: Endpoint is available to process incoming requests.
	//
	//    * Deleting: DeleteEndpoint is executing.
	//
	//    * Failed: Endpoint could not be created, updated, or re-scaled. Use DescribeEndpointOutput$FailureReason
	//    for information about the failure. DeleteEndpoint is the only operation
	//    that can be performed on a failed endpoint.
	// +kubebuilder:validation:Optional
	EndpointStatus *string `json:"endpointStatus,omitempty"`
	// If the status of the endpoint is Failed, the reason why it failed.
	// +kubebuilder:validation:Optional
	FailureReason *string `json:"failureReason,omitempty"`
	// A timestamp that shows when the endpoint was last modified.
	// +kubebuilder:validation:Optional
	LastModifiedTime *metav1.Time `json:"lastModifiedTime,omitempty"`
	// An array of ProductionVariantSummary objects, one for each model hosted behind
	// this endpoint.
	// +kubebuilder:validation:Optional
	ProductionVariants []*ProductionVariantSummary `json:"productionVariants,omitempty"`
}

EndpointStatus defines the observed state of Endpoint

func (*EndpointStatus) DeepCopy 

func (in *EndpointStatus) DeepCopy() *EndpointStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new EndpointStatus.

func (*EndpointStatus) DeepCopyInto 

func (in *EndpointStatus) DeepCopyInto(out *EndpointStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type EndpointStatus_SDK 

type EndpointStatus_SDK string
const (
	EndpointStatus_SDK_OutOfService   EndpointStatus_SDK = "OutOfService"
	EndpointStatus_SDK_Creating       EndpointStatus_SDK = "Creating"
	EndpointStatus_SDK_Updating       EndpointStatus_SDK = "Updating"
	EndpointStatus_SDK_SystemUpdating EndpointStatus_SDK = "SystemUpdating"
	EndpointStatus_SDK_RollingBack    EndpointStatus_SDK = "RollingBack"
	EndpointStatus_SDK_InService      EndpointStatus_SDK = "InService"
	EndpointStatus_SDK_Deleting       EndpointStatus_SDK = "Deleting"
	EndpointStatus_SDK_Failed         EndpointStatus_SDK = "Failed"
)

type EndpointSummary 

type EndpointSummary struct {
	CreationTime     *metav1.Time `json:"creationTime,omitempty"`
	EndpointARN      *string      `json:"endpointARN,omitempty"`
	EndpointName     *string      `json:"endpointName,omitempty"`
	EndpointStatus   *string      `json:"endpointStatus,omitempty"`
	LastModifiedTime *metav1.Time `json:"lastModifiedTime,omitempty"`
}

Provides summary information for an endpoint.

func (*EndpointSummary) DeepCopy 

func (in *EndpointSummary) DeepCopy() *EndpointSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new EndpointSummary.

func (*EndpointSummary) DeepCopyInto 

func (in *EndpointSummary) DeepCopyInto(out *EndpointSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type Endpoint_SDK 

type Endpoint_SDK struct {
	CreationTime       *metav1.Time                `json:"creationTime,omitempty"`
	DataCaptureConfig  *DataCaptureConfigSummary   `json:"dataCaptureConfig,omitempty"`
	EndpointARN        *string                     `json:"endpointARN,omitempty"`
	EndpointConfigName *string                     `json:"endpointConfigName,omitempty"`
	EndpointName       *string                     `json:"endpointName,omitempty"`
	EndpointStatus     *string                     `json:"endpointStatus,omitempty"`
	FailureReason      *string                     `json:"failureReason,omitempty"`
	LastModifiedTime   *metav1.Time                `json:"lastModifiedTime,omitempty"`
	ProductionVariants []*ProductionVariantSummary `json:"productionVariants,omitempty"`
	Tags               []*Tag                      `json:"tags,omitempty"`
}

A hosted endpoint for real-time inference.

func (*Endpoint_SDK) DeepCopy 

func (in *Endpoint_SDK) DeepCopy() *Endpoint_SDK

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Endpoint_SDK.

func (*Endpoint_SDK) DeepCopyInto 

func (in *Endpoint_SDK) DeepCopyInto(out *Endpoint_SDK)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ExecutionStatus 

type ExecutionStatus string
const (
	ExecutionStatus_Pending                 ExecutionStatus = "Pending"
	ExecutionStatus_Completed               ExecutionStatus = "Completed"
	ExecutionStatus_CompletedWithViolations ExecutionStatus = "CompletedWithViolations"
	ExecutionStatus_InProgress              ExecutionStatus = "InProgress"
	ExecutionStatus_Failed                  ExecutionStatus = "Failed"
	ExecutionStatus_Stopping                ExecutionStatus = "Stopping"
	ExecutionStatus_Stopped                 ExecutionStatus = "Stopped"
)

type Experiment 

type Experiment struct {
	// Information about the user who created or modified an experiment, trial,
	// or trial component.
	CreatedBy      *UserContext `json:"createdBy,omitempty"`
	CreationTime   *metav1.Time `json:"creationTime,omitempty"`
	DisplayName    *string      `json:"displayName,omitempty"`
	ExperimentName *string      `json:"experimentName,omitempty"`
	// Information about the user who created or modified an experiment, trial,
	// or trial component.
	LastModifiedBy   *UserContext `json:"lastModifiedBy,omitempty"`
	LastModifiedTime *metav1.Time `json:"lastModifiedTime,omitempty"`
	Tags             []*Tag       `json:"tags,omitempty"`
}

The properties of an experiment as returned by the Search API.

func (*Experiment) DeepCopy 

func (in *Experiment) DeepCopy() *Experiment

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Experiment.

func (*Experiment) DeepCopyInto 

func (in *Experiment) DeepCopyInto(out *Experiment)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ExperimentConfig 

type ExperimentConfig struct {
	ExperimentName            *string `json:"experimentName,omitempty"`
	TrialComponentDisplayName *string `json:"trialComponentDisplayName,omitempty"`
	TrialName                 *string `json:"trialName,omitempty"`
}

Associates a SageMaker job as a trial component with an experiment and trial. Specified when you call the following APIs:

  • CreateProcessingJob

  • CreateTrainingJob

  • CreateTransformJob

func (*ExperimentConfig) DeepCopy 

func (in *ExperimentConfig) DeepCopy() *ExperimentConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ExperimentConfig.

func (*ExperimentConfig) DeepCopyInto 

func (in *ExperimentConfig) DeepCopyInto(out *ExperimentConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ExperimentSummary 

type ExperimentSummary struct {
	CreationTime     *metav1.Time `json:"creationTime,omitempty"`
	DisplayName      *string      `json:"displayName,omitempty"`
	ExperimentName   *string      `json:"experimentName,omitempty"`
	LastModifiedTime *metav1.Time `json:"lastModifiedTime,omitempty"`
}

A summary of the properties of an experiment. To get the complete set of properties, call the DescribeExperiment API and provide the ExperimentName.

func (*ExperimentSummary) DeepCopy 

func (in *ExperimentSummary) DeepCopy() *ExperimentSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ExperimentSummary.

func (*ExperimentSummary) DeepCopyInto 

func (in *ExperimentSummary) DeepCopyInto(out *ExperimentSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type Explainability added in v0.0.3 

type Explainability struct {
	Report *MetricsSource `json:"report,omitempty"`
}

Contains explainability metrics for a model.

func (*Explainability) DeepCopy added in v0.0.3 

func (in *Explainability) DeepCopy() *Explainability

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Explainability.

func (*Explainability) DeepCopyInto added in v0.0.3 

func (in *Explainability) DeepCopyInto(out *Explainability)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type FeatureDefinition added in v0.0.3 

type FeatureDefinition struct {
	FeatureName *string `json:"featureName,omitempty"`
	FeatureType *string `json:"featureType,omitempty"`
}

A list of features. You must include FeatureName and FeatureType. Valid feature FeatureTypes are Integral, Fractional and String.

func (*FeatureDefinition) DeepCopy added in v0.0.3 

func (in *FeatureDefinition) DeepCopy() *FeatureDefinition

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FeatureDefinition.

func (*FeatureDefinition) DeepCopyInto added in v0.0.3 

func (in *FeatureDefinition) DeepCopyInto(out *FeatureDefinition)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type FeatureGroup 

type FeatureGroup struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty"`
	Spec              FeatureGroupSpec   `json:"spec,omitempty"`
	Status            FeatureGroupStatus `json:"status,omitempty"`
}

FeatureGroup is the Schema for the FeatureGroups API +kubebuilder:object:root=true +kubebuilder:subresource:status +kubebuilder:printcolumn:name="FAILURE-REASON",type=string,priority=1,JSONPath=`.status.failureReason` +kubebuilder:printcolumn:name="STATUS",type=string,priority=0,JSONPath=`.status.featureGroupStatus`

func (*FeatureGroup) DeepCopy 

func (in *FeatureGroup) DeepCopy() *FeatureGroup

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FeatureGroup.

func (*FeatureGroup) DeepCopyInto 

func (in *FeatureGroup) DeepCopyInto(out *FeatureGroup)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*FeatureGroup) DeepCopyObject added in v0.0.3 

func (in *FeatureGroup) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type FeatureGroupList added in v0.0.3 

type FeatureGroupList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty"`
	Items           []FeatureGroup `json:"items"`
}

FeatureGroupList contains a list of FeatureGroup +kubebuilder:object:root=true

func (*FeatureGroupList) DeepCopy added in v0.0.3 

func (in *FeatureGroupList) DeepCopy() *FeatureGroupList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FeatureGroupList.

func (*FeatureGroupList) DeepCopyInto added in v0.0.3 

func (in *FeatureGroupList) DeepCopyInto(out *FeatureGroupList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*FeatureGroupList) DeepCopyObject added in v0.0.3 

func (in *FeatureGroupList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type FeatureGroupSortBy 

type FeatureGroupSortBy string
const (
	FeatureGroupSortBy_Name               FeatureGroupSortBy = "Name"
	FeatureGroupSortBy_FeatureGroupStatus FeatureGroupSortBy = "FeatureGroupStatus"
	FeatureGroupSortBy_OfflineStoreStatus FeatureGroupSortBy = "OfflineStoreStatus"
	FeatureGroupSortBy_CreationTime       FeatureGroupSortBy = "CreationTime"
)

type FeatureGroupSortOrder 

type FeatureGroupSortOrder string
const (
	FeatureGroupSortOrder_Ascending  FeatureGroupSortOrder = "Ascending"
	FeatureGroupSortOrder_Descending FeatureGroupSortOrder = "Descending"
)

type FeatureGroupSpec added in v0.0.3 

type FeatureGroupSpec struct {
	// A free-form description of a FeatureGroup.
	Description *string `json:"description,omitempty"`
	// The name of the feature that stores the EventTime of a Record in a FeatureGroup.
	//
	// An EventTime is a point in time when a new event occurs that corresponds
	// to the creation or update of a Record in a FeatureGroup. All Records in the
	// FeatureGroup must have a corresponding EventTime.
	//
	// An EventTime can be a String or Fractional.
	//
	//    * Fractional: EventTime feature values must be a Unix timestamp in seconds.
	//
	//    * String: EventTime feature values must be an ISO-8601 string in the format.
	//    The following formats are supported yyyy-MM-dd'T'HH:mm:ssZ and yyyy-MM-dd'T'HH:mm:ss.SSSZ
	//    where yyyy, MM, and dd represent the year, month, and day respectively
	//    and HH, mm, ss, and if applicable, SSS represent the hour, month, second
	//    and milliseconds respsectively. 'T' and Z are constants.
	// +kubebuilder:validation:Required
	EventTimeFeatureName *string `json:"eventTimeFeatureName"`
	// A list of Feature names and types. Name and Type is compulsory per Feature.
	//
	// Valid feature FeatureTypes are Integral, Fractional and String.
	//
	// FeatureNames cannot be any of the following: is_deleted, write_time, api_invocation_time
	//
	// You can create up to 2,500 FeatureDefinitions per FeatureGroup.
	// +kubebuilder:validation:Required
	FeatureDefinitions []*FeatureDefinition `json:"featureDefinitions"`
	// The name of the FeatureGroup. The name must be unique within an AWS Region
	// in an AWS account. The name:
	//
	//    * Must start and end with an alphanumeric character.
	//
	//    * Can only contain alphanumeric character and hyphens. Spaces are not
	//    allowed.
	// +kubebuilder:validation:Required
	FeatureGroupName *string `json:"featureGroupName"`
	// Use this to configure an OfflineFeatureStore. This parameter allows you to
	// specify:
	//
	//    * The Amazon Simple Storage Service (Amazon S3) location of an OfflineStore.
	//
	//    * A configuration for an AWS Glue or AWS Hive data cataolgue.
	//
	//    * An KMS encryption key to encrypt the Amazon S3 location used for OfflineStore.
	//
	// To learn more about this parameter, see OfflineStoreConfig.
	OfflineStoreConfig *OfflineStoreConfig `json:"offlineStoreConfig,omitempty"`
	// You can turn the OnlineStore on or off by specifying True for the EnableOnlineStore
	// flag in OnlineStoreConfig; the default value is False.
	//
	// You can also include an AWS KMS key ID (KMSKeyId) for at-rest encryption
	// of the OnlineStore.
	OnlineStoreConfig *OnlineStoreConfig `json:"onlineStoreConfig,omitempty"`
	// The name of the Feature whose value uniquely identifies a Record defined
	// in the FeatureStore. Only the latest record per identifier value will be
	// stored in the OnlineStore. RecordIdentifierFeatureName must be one of feature
	// definitions' names.
	//
	// You use the RecordIdentifierFeatureName to access data in a FeatureStore.
	//
	// This name:
	//
	//    * Must start and end with an alphanumeric character.
	//
	//    * Can only contains alphanumeric characters, hyphens, underscores. Spaces
	//    are not allowed.
	// +kubebuilder:validation:Required
	RecordIdentifierFeatureName *string `json:"recordIdentifierFeatureName"`
	// The Amazon Resource Name (ARN) of the IAM execution role used to persist
	// data into the OfflineStore if an OfflineStoreConfig is provided.
	RoleARN *string `json:"roleARN,omitempty"`
	// Tags used to identify Features in each FeatureGroup.
	Tags []*Tag `json:"tags,omitempty"`
}

FeatureGroupSpec defines the desired state of FeatureGroup.

Amazon SageMaker Feature Store stores features in a collection called Feature Group. A Feature Group can be visualized as a table which has rows, with a unique identifier for each row where each column in the table is a feature. In principle, a Feature Group is composed of features and values per features.

func (*FeatureGroupSpec) DeepCopy added in v0.0.3 

func (in *FeatureGroupSpec) DeepCopy() *FeatureGroupSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FeatureGroupSpec.

func (*FeatureGroupSpec) DeepCopyInto added in v0.0.3 

func (in *FeatureGroupSpec) DeepCopyInto(out *FeatureGroupSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type FeatureGroupStatus 

type FeatureGroupStatus struct {
	// All CRs managed by ACK have a common `Status.ACKResourceMetadata` member
	// that is used to contain resource sync state, account ownership,
	// constructed ARN for the resource
	// +kubebuilder:validation:Optional
	ACKResourceMetadata *ackv1alpha1.ResourceMetadata `json:"ackResourceMetadata"`
	// All CRS managed by ACK have a common `Status.Conditions` member that
	// contains a collection of `ackv1alpha1.Condition` objects that describe
	// the various terminal states of the CR and its backend AWS service API
	// resource
	// +kubebuilder:validation:Optional
	Conditions []*ackv1alpha1.Condition `json:"conditions"`
	// The reason that the FeatureGroup failed to be replicated in the OfflineStore.
	// This is failure can occur because:
	//
	//    * The FeatureGroup could not be created in the OfflineStore.
	//
	//    * The FeatureGroup could not be deleted from the OfflineStore.
	// +kubebuilder:validation:Optional
	FailureReason *string `json:"failureReason,omitempty"`
	// The status of the feature group.
	// +kubebuilder:validation:Optional
	FeatureGroupStatus *string `json:"featureGroupStatus,omitempty"`
}

FeatureGroupStatus defines the observed state of FeatureGroup

func (*FeatureGroupStatus) DeepCopy added in v0.0.3 

func (in *FeatureGroupStatus) DeepCopy() *FeatureGroupStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FeatureGroupStatus.

func (*FeatureGroupStatus) DeepCopyInto added in v0.0.3 

func (in *FeatureGroupStatus) DeepCopyInto(out *FeatureGroupStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type FeatureGroupStatus_SDK added in v0.0.3 

type FeatureGroupStatus_SDK string
const (
	FeatureGroupStatus_SDK_Creating     FeatureGroupStatus_SDK = "Creating"
	FeatureGroupStatus_SDK_Created      FeatureGroupStatus_SDK = "Created"
	FeatureGroupStatus_SDK_CreateFailed FeatureGroupStatus_SDK = "CreateFailed"
	FeatureGroupStatus_SDK_Deleting     FeatureGroupStatus_SDK = "Deleting"
	FeatureGroupStatus_SDK_DeleteFailed FeatureGroupStatus_SDK = "DeleteFailed"
)

type FeatureGroupSummary 

type FeatureGroupSummary struct {
	CreationTime       *metav1.Time `json:"creationTime,omitempty"`
	FeatureGroupARN    *string      `json:"featureGroupARN,omitempty"`
	FeatureGroupName   *string      `json:"featureGroupName,omitempty"`
	FeatureGroupStatus *string      `json:"featureGroupStatus,omitempty"`
	// The status of OfflineStore.
	OfflineStoreStatus *OfflineStoreStatus `json:"offlineStoreStatus,omitempty"`
}

The name, Arn, CreationTime, FeatureGroup values, LastUpdatedTime and EnableOnlineStorage status of a FeatureGroup.

func (*FeatureGroupSummary) DeepCopy 

func (in *FeatureGroupSummary) DeepCopy() *FeatureGroupSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FeatureGroupSummary.

func (*FeatureGroupSummary) DeepCopyInto 

func (in *FeatureGroupSummary) DeepCopyInto(out *FeatureGroupSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type FeatureGroup_SDK added in v0.0.3 

type FeatureGroup_SDK struct {
	CreationTime         *metav1.Time         `json:"creationTime,omitempty"`
	Description          *string              `json:"description,omitempty"`
	EventTimeFeatureName *string              `json:"eventTimeFeatureName,omitempty"`
	FailureReason        *string              `json:"failureReason,omitempty"`
	FeatureDefinitions   []*FeatureDefinition `json:"featureDefinitions,omitempty"`
	FeatureGroupARN      *string              `json:"featureGroupARN,omitempty"`
	FeatureGroupName     *string              `json:"featureGroupName,omitempty"`
	FeatureGroupStatus   *string              `json:"featureGroupStatus,omitempty"`
	// The configuration of an OfflineStore.
	//
	// Provide an OfflineStoreConfig in a request to CreateFeatureGroup to create
	// an OfflineStore.
	//
	// To encrypt an OfflineStore using at rest data encryption, specify AWS Key
	// Management Service (KMS) key ID, or KMSKeyId, in S3StorageConfig.
	OfflineStoreConfig *OfflineStoreConfig `json:"offlineStoreConfig,omitempty"`
	// The status of OfflineStore.
	OfflineStoreStatus *OfflineStoreStatus `json:"offlineStoreStatus,omitempty"`
	// Use this to specify the AWS Key Management Service (KMS) Key ID, or KMSKeyId,
	// for at rest data encryption. You can turn OnlineStore on or off by specifying
	// the EnableOnlineStore flag at General Assembly; the default value is False.
	OnlineStoreConfig           *OnlineStoreConfig `json:"onlineStoreConfig,omitempty"`
	RecordIdentifierFeatureName *string            `json:"recordIdentifierFeatureName,omitempty"`
	RoleARN                     *string            `json:"roleARN,omitempty"`
	Tags                        []*Tag             `json:"tags,omitempty"`
}

Amazon SageMaker Feature Store stores features in a collection called Feature Group. A Feature Group can be visualized as a table which has rows, with a unique identifier for each row where each column in the table is a feature. In principle, a Feature Group is composed of features and values per features.

func (*FeatureGroup_SDK) DeepCopy added in v0.0.3 

func (in *FeatureGroup_SDK) DeepCopy() *FeatureGroup_SDK

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FeatureGroup_SDK.

func (*FeatureGroup_SDK) DeepCopyInto added in v0.0.3 

func (in *FeatureGroup_SDK) DeepCopyInto(out *FeatureGroup_SDK)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type FeatureType 

type FeatureType string
const (
	FeatureType_Integral   FeatureType = "Integral"
	FeatureType_Fractional FeatureType = "Fractional"
	FeatureType_String     FeatureType = "String"
)

type FileSystemAccessMode 

type FileSystemAccessMode string
const (
	FileSystemAccessMode_rw FileSystemAccessMode = "rw"
	FileSystemAccessMode_ro FileSystemAccessMode = "ro"
)

type FileSystemDataSource 

type FileSystemDataSource struct {
	DirectoryPath        *string `json:"directoryPath,omitempty"`
	FileSystemAccessMode *string `json:"fileSystemAccessMode,omitempty"`
	FileSystemID         *string `json:"fileSystemID,omitempty"`
	FileSystemType       *string `json:"fileSystemType,omitempty"`
}

Specifies a file system data source for a channel.

func (*FileSystemDataSource) DeepCopy 

func (in *FileSystemDataSource) DeepCopy() *FileSystemDataSource

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FileSystemDataSource.

func (*FileSystemDataSource) DeepCopyInto 

func (in *FileSystemDataSource) DeepCopyInto(out *FileSystemDataSource)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type FileSystemType 

type FileSystemType string
const (
	FileSystemType_EFS       FileSystemType = "EFS"
	FileSystemType_FSxLustre FileSystemType = "FSxLustre"
)

type FinalAutoMLJobObjectiveMetric 

type FinalAutoMLJobObjectiveMetric struct {
	Value *float64 `json:"value,omitempty"`
}

The best candidate result from an AutoML training job.

func (*FinalAutoMLJobObjectiveMetric) DeepCopy 

func (in *FinalAutoMLJobObjectiveMetric) DeepCopy() *FinalAutoMLJobObjectiveMetric

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FinalAutoMLJobObjectiveMetric.

func (*FinalAutoMLJobObjectiveMetric) DeepCopyInto 

func (in *FinalAutoMLJobObjectiveMetric) DeepCopyInto(out *FinalAutoMLJobObjectiveMetric)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type FinalHyperParameterTuningJobObjectiveMetric 

type FinalHyperParameterTuningJobObjectiveMetric struct {
	MetricName *string  `json:"metricName,omitempty"`
	Type       *string  `json:"type_,omitempty"`
	Value      *float64 `json:"value,omitempty"`
}

Shows the final value for the objective metric for a training job that was launched by a hyperparameter tuning job. You define the objective metric in the HyperParameterTuningJobObjective parameter of HyperParameterTuningJobConfig.

func (*FinalHyperParameterTuningJobObjectiveMetric) DeepCopy 

func (in *FinalHyperParameterTuningJobObjectiveMetric) DeepCopy() *FinalHyperParameterTuningJobObjectiveMetric

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FinalHyperParameterTuningJobObjectiveMetric.

func (*FinalHyperParameterTuningJobObjectiveMetric) DeepCopyInto 

func (in *FinalHyperParameterTuningJobObjectiveMetric) DeepCopyInto(out *FinalHyperParameterTuningJobObjectiveMetric)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type FlowDefinitionOutputConfig 

type FlowDefinitionOutputConfig struct {
	KMSKeyID     *string `json:"kmsKeyID,omitempty"`
	S3OutputPath *string `json:"s3OutputPath,omitempty"`
}

Contains information about where human output will be stored.

func (*FlowDefinitionOutputConfig) DeepCopy 

func (in *FlowDefinitionOutputConfig) DeepCopy() *FlowDefinitionOutputConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FlowDefinitionOutputConfig.

func (*FlowDefinitionOutputConfig) DeepCopyInto 

func (in *FlowDefinitionOutputConfig) DeepCopyInto(out *FlowDefinitionOutputConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type FlowDefinitionStatus 

type FlowDefinitionStatus string
const (
	FlowDefinitionStatus_Initializing FlowDefinitionStatus = "Initializing"
	FlowDefinitionStatus_Active       FlowDefinitionStatus = "Active"
	FlowDefinitionStatus_Failed       FlowDefinitionStatus = "Failed"
	FlowDefinitionStatus_Deleting     FlowDefinitionStatus = "Deleting"
)

type FlowDefinitionSummary 

type FlowDefinitionSummary struct {
	CreationTime  *metav1.Time `json:"creationTime,omitempty"`
	FailureReason *string      `json:"failureReason,omitempty"`
}

Contains summary information about the flow definition.

func (*FlowDefinitionSummary) DeepCopy 

func (in *FlowDefinitionSummary) DeepCopy() *FlowDefinitionSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FlowDefinitionSummary.

func (*FlowDefinitionSummary) DeepCopyInto 

func (in *FlowDefinitionSummary) DeepCopyInto(out *FlowDefinitionSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type Framework 

type Framework string
const (
	Framework_TENSORFLOW Framework = "TENSORFLOW"
	Framework_KERAS      Framework = "KERAS"
	Framework_MXNET      Framework = "MXNET"
	Framework_ONNX       Framework = "ONNX"
	Framework_PYTORCH    Framework = "PYTORCH"
	Framework_XGBOOST    Framework = "XGBOOST"
	Framework_TFLITE     Framework = "TFLITE"
	Framework_DARKNET    Framework = "DARKNET"
	Framework_SKLEARN    Framework = "SKLEARN"
)

type HumanTaskUiStatus 

type HumanTaskUiStatus string
const (
	HumanTaskUiStatus_Active   HumanTaskUiStatus = "Active"
	HumanTaskUiStatus_Deleting HumanTaskUiStatus = "Deleting"
)

type HumanTaskUiSummary 

type HumanTaskUiSummary struct {
	CreationTime *metav1.Time `json:"creationTime,omitempty"`
}

Container for human task user interface information.

func (*HumanTaskUiSummary) DeepCopy 

func (in *HumanTaskUiSummary) DeepCopy() *HumanTaskUiSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new HumanTaskUiSummary.

func (*HumanTaskUiSummary) DeepCopyInto 

func (in *HumanTaskUiSummary) DeepCopyInto(out *HumanTaskUiSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type HyperParameterAlgorithmSpecification 

type HyperParameterAlgorithmSpecification struct {
	AlgorithmName     *string             `json:"algorithmName,omitempty"`
	MetricDefinitions []*MetricDefinition `json:"metricDefinitions,omitempty"`
	TrainingImage     *string             `json:"trainingImage,omitempty"`
	TrainingInputMode *string             `json:"trainingInputMode,omitempty"`
}

Specifies which training algorithm to use for training jobs that a hyperparameter tuning job launches and the metrics to monitor.

func (*HyperParameterAlgorithmSpecification) DeepCopy 

func (in *HyperParameterAlgorithmSpecification) DeepCopy() *HyperParameterAlgorithmSpecification

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new HyperParameterAlgorithmSpecification.

func (*HyperParameterAlgorithmSpecification) DeepCopyInto 

func (in *HyperParameterAlgorithmSpecification) DeepCopyInto(out *HyperParameterAlgorithmSpecification)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type HyperParameterScalingType 

type HyperParameterScalingType string
const (
	HyperParameterScalingType_Auto               HyperParameterScalingType = "Auto"
	HyperParameterScalingType_Linear             HyperParameterScalingType = "Linear"
	HyperParameterScalingType_Logarithmic        HyperParameterScalingType = "Logarithmic"
	HyperParameterScalingType_ReverseLogarithmic HyperParameterScalingType = "ReverseLogarithmic"
)

type HyperParameterSpecification 

type HyperParameterSpecification struct {
	DefaultValue *string `json:"defaultValue,omitempty"`
	Description  *string `json:"description,omitempty"`
	IsRequired   *bool   `json:"isRequired,omitempty"`
	IsTunable    *bool   `json:"isTunable,omitempty"`
}

Defines a hyperparameter to be used by an algorithm.

func (*HyperParameterSpecification) DeepCopy 

func (in *HyperParameterSpecification) DeepCopy() *HyperParameterSpecification

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new HyperParameterSpecification.

func (*HyperParameterSpecification) DeepCopyInto 

func (in *HyperParameterSpecification) DeepCopyInto(out *HyperParameterSpecification)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type HyperParameterTrainingJobDefinition 

type HyperParameterTrainingJobDefinition struct {
	// Specifies which training algorithm to use for training jobs that a hyperparameter
	// tuning job launches and the metrics to monitor.
	AlgorithmSpecification *HyperParameterAlgorithmSpecification `json:"algorithmSpecification,omitempty"`
	// Contains information about the output location for managed spot training
	// checkpoint data.
	CheckpointConfig                      *CheckpointConfig `json:"checkpointConfig,omitempty"`
	DefinitionName                        *string           `json:"definitionName,omitempty"`
	EnableInterContainerTrafficEncryption *bool             `json:"enableInterContainerTrafficEncryption,omitempty"`
	EnableManagedSpotTraining             *bool             `json:"enableManagedSpotTraining,omitempty"`
	EnableNetworkIsolation                *bool             `json:"enableNetworkIsolation,omitempty"`
	// Specifies ranges of integer, continuous, and categorical hyperparameters
	// that a hyperparameter tuning job searches. The hyperparameter tuning job
	// launches training jobs with hyperparameter values within these ranges to
	// find the combination of values that result in the training job with the best
	// performance as measured by the objective metric of the hyperparameter tuning
	// job.
	//
	// You can specify a maximum of 20 hyperparameters that a hyperparameter tuning
	// job can search over. Every possible value of a categorical parameter range
	// counts against this limit.
	HyperParameterRanges *ParameterRanges `json:"hyperParameterRanges,omitempty"`
	InputDataConfig      []*Channel       `json:"inputDataConfig,omitempty"`
	// Provides information about how to store model training results (model artifacts).
	OutputDataConfig *OutputDataConfig `json:"outputDataConfig,omitempty"`
	// Describes the resources, including ML compute instances and ML storage volumes,
	// to use for model training.
	ResourceConfig        *ResourceConfig    `json:"resourceConfig,omitempty"`
	RoleARN               *string            `json:"roleARN,omitempty"`
	StaticHyperParameters map[string]*string `json:"staticHyperParameters,omitempty"`
	// Specifies a limit to how long a model training or compilation job can run.
	// It also specifies how long you are willing to wait for a managed spot training
	// job to complete. When the job reaches the time limit, Amazon SageMaker ends
	// the training or compilation job. Use this API to cap model training costs.
	//
	// To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which
	// delays job termination for 120 seconds. Algorithms can use this 120-second
	// window to save the model artifacts, so the results of training are not lost.
	//
	// The training algorithms provided by Amazon SageMaker automatically save the
	// intermediate results of a model training job when possible. This attempt
	// to save artifacts is only a best effort case as model might not be in a state
	// from which it can be saved. For example, if training has just started, the
	// model might not be ready to save. When saved, this intermediate data is a
	// valid model artifact. You can use it to create a model with CreateModel.
	//
	// The Neural Topic Model (NTM) currently does not support saving intermediate
	// model artifacts. When training NTMs, make sure that the maximum runtime is
	// sufficient for the training job to complete.
	StoppingCondition *StoppingCondition `json:"stoppingCondition,omitempty"`
	// Defines the objective metric for a hyperparameter tuning job. Hyperparameter
	// tuning uses the value of this metric to evaluate the training jobs it launches,
	// and returns the training job that results in either the highest or lowest
	// value for this metric, depending on the value you specify for the Type parameter.
	TuningObjective *HyperParameterTuningJobObjective `json:"tuningObjective,omitempty"`
	// Specifies a VPC that your training jobs and hosted models have access to.
	// Control access to and from your training and model containers by configuring
	// the VPC. For more information, see Protect Endpoints by Using an Amazon Virtual
	// Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html)
	// and Protect Training Jobs by Using an Amazon Virtual Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html).
	VPCConfig *VPCConfig `json:"vpcConfig,omitempty"`
}

Defines the training jobs launched by a hyperparameter tuning job.

func (*HyperParameterTrainingJobDefinition) DeepCopy 

func (in *HyperParameterTrainingJobDefinition) DeepCopy() *HyperParameterTrainingJobDefinition

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new HyperParameterTrainingJobDefinition.

func (*HyperParameterTrainingJobDefinition) DeepCopyInto 

func (in *HyperParameterTrainingJobDefinition) DeepCopyInto(out *HyperParameterTrainingJobDefinition)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type HyperParameterTrainingJobSummary 

type HyperParameterTrainingJobSummary struct {
	CreationTime  *metav1.Time `json:"creationTime,omitempty"`
	FailureReason *string      `json:"failureReason,omitempty"`
	// Shows the final value for the objective metric for a training job that was
	// launched by a hyperparameter tuning job. You define the objective metric
	// in the HyperParameterTuningJobObjective parameter of HyperParameterTuningJobConfig.
	FinalHyperParameterTuningJobObjectiveMetric *FinalHyperParameterTuningJobObjectiveMetric `json:"finalHyperParameterTuningJobObjectiveMetric,omitempty"`
	ObjectiveStatus                             *string                                      `json:"objectiveStatus,omitempty"`
	TrainingEndTime                             *metav1.Time                                 `json:"trainingEndTime,omitempty"`
	TrainingJobARN                              *string                                      `json:"trainingJobARN,omitempty"`
	TrainingJobDefinitionName                   *string                                      `json:"trainingJobDefinitionName,omitempty"`
	TrainingJobName                             *string                                      `json:"trainingJobName,omitempty"`
	TrainingJobStatus                           *string                                      `json:"trainingJobStatus,omitempty"`
	TrainingStartTime                           *metav1.Time                                 `json:"trainingStartTime,omitempty"`
	TunedHyperParameters                        map[string]*string                           `json:"tunedHyperParameters,omitempty"`
	TuningJobName                               *string                                      `json:"tuningJobName,omitempty"`
}

Specifies summary information about a training job.

func (*HyperParameterTrainingJobSummary) DeepCopy 

func (in *HyperParameterTrainingJobSummary) DeepCopy() *HyperParameterTrainingJobSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new HyperParameterTrainingJobSummary.

func (*HyperParameterTrainingJobSummary) DeepCopyInto 

func (in *HyperParameterTrainingJobSummary) DeepCopyInto(out *HyperParameterTrainingJobSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type HyperParameterTuningJob 

type HyperParameterTuningJob struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty"`
	Spec              HyperParameterTuningJobSpec   `json:"spec,omitempty"`
	Status            HyperParameterTuningJobStatus `json:"status,omitempty"`
}

HyperParameterTuningJob is the Schema for the HyperParameterTuningJobs API +kubebuilder:object:root=true +kubebuilder:subresource:status +kubebuilder:printcolumn:name="FAILURE-REASON",type=string,priority=1,JSONPath=`.status.failureReason` +kubebuilder:printcolumn:name="STATUS",type=string,priority=0,JSONPath=`.status.hyperParameterTuningJobStatus`

func (*HyperParameterTuningJob) DeepCopy 

func (in *HyperParameterTuningJob) DeepCopy() *HyperParameterTuningJob

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new HyperParameterTuningJob.

func (*HyperParameterTuningJob) DeepCopyInto 

func (in *HyperParameterTuningJob) DeepCopyInto(out *HyperParameterTuningJob)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*HyperParameterTuningJob) DeepCopyObject 

func (in *HyperParameterTuningJob) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type HyperParameterTuningJobConfig 

type HyperParameterTuningJobConfig struct {
	// Defines the objective metric for a hyperparameter tuning job. Hyperparameter
	// tuning uses the value of this metric to evaluate the training jobs it launches,
	// and returns the training job that results in either the highest or lowest
	// value for this metric, depending on the value you specify for the Type parameter.
	HyperParameterTuningJobObjective *HyperParameterTuningJobObjective `json:"hyperParameterTuningJobObjective,omitempty"`
	// Specifies ranges of integer, continuous, and categorical hyperparameters
	// that a hyperparameter tuning job searches. The hyperparameter tuning job
	// launches training jobs with hyperparameter values within these ranges to
	// find the combination of values that result in the training job with the best
	// performance as measured by the objective metric of the hyperparameter tuning
	// job.
	//
	// You can specify a maximum of 20 hyperparameters that a hyperparameter tuning
	// job can search over. Every possible value of a categorical parameter range
	// counts against this limit.
	ParameterRanges *ParameterRanges `json:"parameterRanges,omitempty"`
	// Specifies the maximum number of training jobs and parallel training jobs
	// that a hyperparameter tuning job can launch.
	ResourceLimits *ResourceLimits `json:"resourceLimits,omitempty"`
	// The strategy hyperparameter tuning uses to find the best combination of hyperparameters
	// for your model. Currently, the only supported value is Bayesian.
	Strategy                     *string `json:"strategy,omitempty"`
	TrainingJobEarlyStoppingType *string `json:"trainingJobEarlyStoppingType,omitempty"`
	// The job completion criteria.
	TuningJobCompletionCriteria *TuningJobCompletionCriteria `json:"tuningJobCompletionCriteria,omitempty"`
}

Configures a hyperparameter tuning job.

func (*HyperParameterTuningJobConfig) DeepCopy 

func (in *HyperParameterTuningJobConfig) DeepCopy() *HyperParameterTuningJobConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new HyperParameterTuningJobConfig.

func (*HyperParameterTuningJobConfig) DeepCopyInto 

func (in *HyperParameterTuningJobConfig) DeepCopyInto(out *HyperParameterTuningJobConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type HyperParameterTuningJobList 

type HyperParameterTuningJobList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty"`
	Items           []HyperParameterTuningJob `json:"items"`
}

HyperParameterTuningJobList contains a list of HyperParameterTuningJob +kubebuilder:object:root=true

func (*HyperParameterTuningJobList) DeepCopy 

func (in *HyperParameterTuningJobList) DeepCopy() *HyperParameterTuningJobList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new HyperParameterTuningJobList.

func (*HyperParameterTuningJobList) DeepCopyInto 

func (in *HyperParameterTuningJobList) DeepCopyInto(out *HyperParameterTuningJobList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*HyperParameterTuningJobList) DeepCopyObject 

func (in *HyperParameterTuningJobList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type HyperParameterTuningJobObjective 

type HyperParameterTuningJobObjective struct {
	MetricName *string `json:"metricName,omitempty"`
	Type       *string `json:"type_,omitempty"`
}

Defines the objective metric for a hyperparameter tuning job. Hyperparameter tuning uses the value of this metric to evaluate the training jobs it launches, and returns the training job that results in either the highest or lowest value for this metric, depending on the value you specify for the Type parameter.

func (*HyperParameterTuningJobObjective) DeepCopy 

func (in *HyperParameterTuningJobObjective) DeepCopy() *HyperParameterTuningJobObjective

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new HyperParameterTuningJobObjective.

func (*HyperParameterTuningJobObjective) DeepCopyInto 

func (in *HyperParameterTuningJobObjective) DeepCopyInto(out *HyperParameterTuningJobObjective)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type HyperParameterTuningJobObjectiveType 

type HyperParameterTuningJobObjectiveType string
const (
	HyperParameterTuningJobObjectiveType_Maximize HyperParameterTuningJobObjectiveType = "Maximize"
	HyperParameterTuningJobObjectiveType_Minimize HyperParameterTuningJobObjectiveType = "Minimize"
)

type HyperParameterTuningJobSortByOptions 

type HyperParameterTuningJobSortByOptions string
const (
	HyperParameterTuningJobSortByOptions_Name         HyperParameterTuningJobSortByOptions = "Name"
	HyperParameterTuningJobSortByOptions_Status       HyperParameterTuningJobSortByOptions = "Status"
	HyperParameterTuningJobSortByOptions_CreationTime HyperParameterTuningJobSortByOptions = "CreationTime"
)

type HyperParameterTuningJobSpec 

type HyperParameterTuningJobSpec struct {
	// The HyperParameterTuningJobConfig object that describes the tuning job, including
	// the search strategy, the objective metric used to evaluate training jobs,
	// ranges of parameters to search, and resource limits for the tuning job. For
	// more information, see How Hyperparameter Tuning Works (https://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-how-it-works.html).
	// +kubebuilder:validation:Required
	HyperParameterTuningJobConfig *HyperParameterTuningJobConfig `json:"hyperParameterTuningJobConfig"`
	// The name of the tuning job. This name is the prefix for the names of all
	// training jobs that this tuning job launches. The name must be unique within
	// the same AWS account and AWS Region. The name must have 1 to 32 characters.
	// Valid characters are a-z, A-Z, 0-9, and : + = @ _ % - (hyphen). The name
	// is not case sensitive.
	// +kubebuilder:validation:Required
	HyperParameterTuningJobName *string `json:"hyperParameterTuningJobName"`
	// An array of key-value pairs. You can use tags to categorize your AWS resources
	// in different ways, for example, by purpose, owner, or environment. For more
	// information, see Tagging AWS Resources (https://docs.aws.amazon.com/general/latest/gr/aws_tagging.html).
	//
	// Tags that you specify for the tuning job are also added to all training jobs
	// that the tuning job launches.
	Tags []*Tag `json:"tags,omitempty"`
	// The HyperParameterTrainingJobDefinition object that describes the training
	// jobs that this tuning job launches, including static hyperparameters, input
	// data configuration, output data configuration, resource configuration, and
	// stopping condition.
	TrainingJobDefinition *HyperParameterTrainingJobDefinition `json:"trainingJobDefinition,omitempty"`
	// A list of the HyperParameterTrainingJobDefinition objects launched for this
	// tuning job.
	TrainingJobDefinitions []*HyperParameterTrainingJobDefinition `json:"trainingJobDefinitions,omitempty"`
	// Specifies the configuration for starting the hyperparameter tuning job using
	// one or more previous tuning jobs as a starting point. The results of previous
	// tuning jobs are used to inform which combinations of hyperparameters to search
	// over in the new tuning job.
	//
	// All training jobs launched by the new hyperparameter tuning job are evaluated
	// by using the objective metric. If you specify IDENTICAL_DATA_AND_ALGORITHM
	// as the WarmStartType value for the warm start configuration, the training
	// job that performs the best in the new tuning job is compared to the best
	// training jobs from the parent tuning jobs. From these, the training job that
	// performs the best as measured by the objective metric is returned as the
	// overall best training job.
	//
	// All training jobs launched by parent hyperparameter tuning jobs and the new
	// hyperparameter tuning jobs count against the limit of training jobs for the
	// tuning job.
	WarmStartConfig *HyperParameterTuningJobWarmStartConfig `json:"warmStartConfig,omitempty"`
}

HyperParameterTuningJobSpec defines the desired state of HyperParameterTuningJob.

func (*HyperParameterTuningJobSpec) DeepCopy 

func (in *HyperParameterTuningJobSpec) DeepCopy() *HyperParameterTuningJobSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new HyperParameterTuningJobSpec.

func (*HyperParameterTuningJobSpec) DeepCopyInto 

func (in *HyperParameterTuningJobSpec) DeepCopyInto(out *HyperParameterTuningJobSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type HyperParameterTuningJobStatus 

type HyperParameterTuningJobStatus struct {
	// All CRs managed by ACK have a common `Status.ACKResourceMetadata` member
	// that is used to contain resource sync state, account ownership,
	// constructed ARN for the resource
	// +kubebuilder:validation:Optional
	ACKResourceMetadata *ackv1alpha1.ResourceMetadata `json:"ackResourceMetadata"`
	// All CRS managed by ACK have a common `Status.Conditions` member that
	// contains a collection of `ackv1alpha1.Condition` objects that describe
	// the various terminal states of the CR and its backend AWS service API
	// resource
	// +kubebuilder:validation:Optional
	Conditions []*ackv1alpha1.Condition `json:"conditions"`
	// A TrainingJobSummary object that describes the training job that completed
	// with the best current HyperParameterTuningJobObjective.
	// +kubebuilder:validation:Optional
	BestTrainingJob *HyperParameterTrainingJobSummary `json:"bestTrainingJob,omitempty"`
	// If the tuning job failed, the reason it failed.
	// +kubebuilder:validation:Optional
	FailureReason *string `json:"failureReason,omitempty"`
	// The status of the tuning job: InProgress, Completed, Failed, Stopping, or
	// Stopped.
	// +kubebuilder:validation:Optional
	HyperParameterTuningJobStatus *string `json:"hyperParameterTuningJobStatus,omitempty"`
	// If the hyperparameter tuning job is an warm start tuning job with a WarmStartType
	// of IDENTICAL_DATA_AND_ALGORITHM, this is the TrainingJobSummary for the training
	// job with the best objective metric value of all training jobs launched by
	// this tuning job and all parent jobs specified for the warm start tuning job.
	// +kubebuilder:validation:Optional
	OverallBestTrainingJob *HyperParameterTrainingJobSummary `json:"overallBestTrainingJob,omitempty"`
}

HyperParameterTuningJobStatus defines the observed state of HyperParameterTuningJob

func (*HyperParameterTuningJobStatus) DeepCopy 

func (in *HyperParameterTuningJobStatus) DeepCopy() *HyperParameterTuningJobStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new HyperParameterTuningJobStatus.

func (*HyperParameterTuningJobStatus) DeepCopyInto 

func (in *HyperParameterTuningJobStatus) DeepCopyInto(out *HyperParameterTuningJobStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type HyperParameterTuningJobStatus_SDK 

type HyperParameterTuningJobStatus_SDK string
const (
	HyperParameterTuningJobStatus_SDK_Completed  HyperParameterTuningJobStatus_SDK = "Completed"
	HyperParameterTuningJobStatus_SDK_InProgress HyperParameterTuningJobStatus_SDK = "InProgress"
	HyperParameterTuningJobStatus_SDK_Failed     HyperParameterTuningJobStatus_SDK = "Failed"
	HyperParameterTuningJobStatus_SDK_Stopped    HyperParameterTuningJobStatus_SDK = "Stopped"
	HyperParameterTuningJobStatus_SDK_Stopping   HyperParameterTuningJobStatus_SDK = "Stopping"
)

type HyperParameterTuningJobStrategyType 

type HyperParameterTuningJobStrategyType string
const (
	HyperParameterTuningJobStrategyType_Bayesian HyperParameterTuningJobStrategyType = "Bayesian"
	HyperParameterTuningJobStrategyType_Random   HyperParameterTuningJobStrategyType = "Random"
)

type HyperParameterTuningJobSummary 

type HyperParameterTuningJobSummary struct {
	CreationTime                  *metav1.Time `json:"creationTime,omitempty"`
	HyperParameterTuningEndTime   *metav1.Time `json:"hyperParameterTuningEndTime,omitempty"`
	HyperParameterTuningJobARN    *string      `json:"hyperParameterTuningJobARN,omitempty"`
	HyperParameterTuningJobName   *string      `json:"hyperParameterTuningJobName,omitempty"`
	HyperParameterTuningJobStatus *string      `json:"hyperParameterTuningJobStatus,omitempty"`
	LastModifiedTime              *metav1.Time `json:"lastModifiedTime,omitempty"`
	// Specifies the number of training jobs that this hyperparameter tuning job
	// launched, categorized by the status of their objective metric. The objective
	// metric status shows whether the final objective metric for the training job
	// has been evaluated by the tuning job and used in the hyperparameter tuning
	// process.
	ObjectiveStatusCounters *ObjectiveStatusCounters `json:"objectiveStatusCounters,omitempty"`
	// Specifies the maximum number of training jobs and parallel training jobs
	// that a hyperparameter tuning job can launch.
	ResourceLimits *ResourceLimits `json:"resourceLimits,omitempty"`
	// The strategy hyperparameter tuning uses to find the best combination of hyperparameters
	// for your model. Currently, the only supported value is Bayesian.
	Strategy *string `json:"strategy,omitempty"`
	// The numbers of training jobs launched by a hyperparameter tuning job, categorized
	// by status.
	TrainingJobStatusCounters *TrainingJobStatusCounters `json:"trainingJobStatusCounters,omitempty"`
}

Provides summary information about a hyperparameter tuning job.

func (*HyperParameterTuningJobSummary) DeepCopy 

func (in *HyperParameterTuningJobSummary) DeepCopy() *HyperParameterTuningJobSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new HyperParameterTuningJobSummary.

func (*HyperParameterTuningJobSummary) DeepCopyInto 

func (in *HyperParameterTuningJobSummary) DeepCopyInto(out *HyperParameterTuningJobSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type HyperParameterTuningJobWarmStartConfig 

type HyperParameterTuningJobWarmStartConfig struct {
	ParentHyperParameterTuningJobs []*ParentHyperParameterTuningJob `json:"parentHyperParameterTuningJobs,omitempty"`
	WarmStartType                  *string                          `json:"warmStartType,omitempty"`
}

Specifies the configuration for a hyperparameter tuning job that uses one or more previous hyperparameter tuning jobs as a starting point. The results of previous tuning jobs are used to inform which combinations of hyperparameters to search over in the new tuning job.

All training jobs launched by the new hyperparameter tuning job are evaluated by using the objective metric, and the training job that performs the best is compared to the best training jobs from the parent tuning jobs. From these, the training job that performs the best as measured by the objective metric is returned as the overall best training job.

All training jobs launched by parent hyperparameter tuning jobs and the new hyperparameter tuning jobs count against the limit of training jobs for the tuning job.

func (*HyperParameterTuningJobWarmStartConfig) DeepCopy 

func (in *HyperParameterTuningJobWarmStartConfig) DeepCopy() *HyperParameterTuningJobWarmStartConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new HyperParameterTuningJobWarmStartConfig.

func (*HyperParameterTuningJobWarmStartConfig) DeepCopyInto 

func (in *HyperParameterTuningJobWarmStartConfig) DeepCopyInto(out *HyperParameterTuningJobWarmStartConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type HyperParameterTuningJobWarmStartType 

type HyperParameterTuningJobWarmStartType string
const (
	HyperParameterTuningJobWarmStartType_IdenticalDataAndAlgorithm HyperParameterTuningJobWarmStartType = "IdenticalDataAndAlgorithm"
	HyperParameterTuningJobWarmStartType_TransferLearning          HyperParameterTuningJobWarmStartType = "TransferLearning"
)

type Image 

type Image struct {
	CreationTime     *metav1.Time `json:"creationTime,omitempty"`
	FailureReason    *string      `json:"failureReason,omitempty"`
	ImageARN         *string      `json:"imageARN,omitempty"`
	ImageName        *string      `json:"imageName,omitempty"`
	LastModifiedTime *metav1.Time `json:"lastModifiedTime,omitempty"`
}

A SageMaker image. A SageMaker image represents a set of container images that are derived from a common base container image. Each of these container images is represented by a SageMaker ImageVersion.

func (*Image) DeepCopy 

func (in *Image) DeepCopy() *Image

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Image.

func (*Image) DeepCopyInto 

func (in *Image) DeepCopyInto(out *Image)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ImageConfig 

type ImageConfig struct {
	RepositoryAccessMode *string `json:"repositoryAccessMode,omitempty"`
	// Specifies an authentication configuration for the private docker registry
	// where your model image is hosted. Specify a value for this property only
	// if you specified Vpc as the value for the RepositoryAccessMode field of the
	// ImageConfig object that you passed to a call to CreateModel and the private
	// Docker registry where the model image is hosted requires authentication.
	RepositoryAuthConfig *RepositoryAuthConfig `json:"repositoryAuthConfig,omitempty"`
}

Specifies whether the model container is in Amazon ECR or a private Docker registry accessible from your Amazon Virtual Private Cloud (VPC).

func (*ImageConfig) DeepCopy 

func (in *ImageConfig) DeepCopy() *ImageConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ImageConfig.

func (*ImageConfig) DeepCopyInto 

func (in *ImageConfig) DeepCopyInto(out *ImageConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ImageSortBy 

type ImageSortBy string
const (
	ImageSortBy_CREATION_TIME      ImageSortBy = "CREATION_TIME"
	ImageSortBy_LAST_MODIFIED_TIME ImageSortBy = "LAST_MODIFIED_TIME"
	ImageSortBy_IMAGE_NAME         ImageSortBy = "IMAGE_NAME"
)

type ImageSortOrder 

type ImageSortOrder string
const (
	ImageSortOrder_ASCENDING  ImageSortOrder = "ASCENDING"
	ImageSortOrder_DESCENDING ImageSortOrder = "DESCENDING"
)

type ImageStatus 

type ImageStatus string
const (
	ImageStatus_CREATING      ImageStatus = "CREATING"
	ImageStatus_CREATED       ImageStatus = "CREATED"
	ImageStatus_CREATE_FAILED ImageStatus = "CREATE_FAILED"
	ImageStatus_UPDATING      ImageStatus = "UPDATING"
	ImageStatus_UPDATE_FAILED ImageStatus = "UPDATE_FAILED"
	ImageStatus_DELETING      ImageStatus = "DELETING"
	ImageStatus_DELETE_FAILED ImageStatus = "DELETE_FAILED"
)

type ImageVersion 

type ImageVersion struct {
	CreationTime     *metav1.Time `json:"creationTime,omitempty"`
	FailureReason    *string      `json:"failureReason,omitempty"`
	ImageARN         *string      `json:"imageARN,omitempty"`
	ImageVersionARN  *string      `json:"imageVersionARN,omitempty"`
	LastModifiedTime *metav1.Time `json:"lastModifiedTime,omitempty"`
	Version          *int64       `json:"version,omitempty"`
}

A version of a SageMaker Image. A version represents an existing container image.

func (*ImageVersion) DeepCopy 

func (in *ImageVersion) DeepCopy() *ImageVersion

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ImageVersion.

func (*ImageVersion) DeepCopyInto 

func (in *ImageVersion) DeepCopyInto(out *ImageVersion)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ImageVersionSortBy 

type ImageVersionSortBy string
const (
	ImageVersionSortBy_CREATION_TIME      ImageVersionSortBy = "CREATION_TIME"
	ImageVersionSortBy_LAST_MODIFIED_TIME ImageVersionSortBy = "LAST_MODIFIED_TIME"
	ImageVersionSortBy_VERSION            ImageVersionSortBy = "VERSION"
)

type ImageVersionSortOrder 

type ImageVersionSortOrder string
const (
	ImageVersionSortOrder_ASCENDING  ImageVersionSortOrder = "ASCENDING"
	ImageVersionSortOrder_DESCENDING ImageVersionSortOrder = "DESCENDING"
)

type ImageVersionStatus 

type ImageVersionStatus string
const (
	ImageVersionStatus_CREATING      ImageVersionStatus = "CREATING"
	ImageVersionStatus_CREATED       ImageVersionStatus = "CREATED"
	ImageVersionStatus_CREATE_FAILED ImageVersionStatus = "CREATE_FAILED"
	ImageVersionStatus_DELETING      ImageVersionStatus = "DELETING"
	ImageVersionStatus_DELETE_FAILED ImageVersionStatus = "DELETE_FAILED"
)

type InferenceExecutionConfig 

type InferenceExecutionConfig struct {
	Mode *string `json:"mode,omitempty"`
}

Specifies details about how containers in a multi-container endpoint are run.

func (*InferenceExecutionConfig) DeepCopy 

func (in *InferenceExecutionConfig) DeepCopy() *InferenceExecutionConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new InferenceExecutionConfig.

func (*InferenceExecutionConfig) DeepCopyInto 

func (in *InferenceExecutionConfig) DeepCopyInto(out *InferenceExecutionConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type InferenceExecutionMode 

type InferenceExecutionMode string
const (
	InferenceExecutionMode_Serial InferenceExecutionMode = "Serial"
	InferenceExecutionMode_Direct InferenceExecutionMode = "Direct"
)

type InferenceSpecification added in v0.0.3 

type InferenceSpecification struct {
	Containers                              []*ModelPackageContainerDefinition `json:"containers,omitempty"`
	SupportedContentTypes                   []*string                          `json:"supportedContentTypes,omitempty"`
	SupportedRealtimeInferenceInstanceTypes []*string                          `json:"supportedRealtimeInferenceInstanceTypes,omitempty"`
	SupportedResponseMIMETypes              []*string                          `json:"supportedResponseMIMETypes,omitempty"`
	SupportedTransformInstanceTypes         []*string                          `json:"supportedTransformInstanceTypes,omitempty"`
}

Defines how to perform inference generation after a training job is run.

func (*InferenceSpecification) DeepCopy added in v0.0.3 

func (in *InferenceSpecification) DeepCopy() *InferenceSpecification

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new InferenceSpecification.

func (*InferenceSpecification) DeepCopyInto added in v0.0.3 

func (in *InferenceSpecification) DeepCopyInto(out *InferenceSpecification)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type InputConfig 

type InputConfig struct {
	S3URI *string `json:"s3URI,omitempty"`
}

Contains information about the location of input model artifacts, the name and shape of the expected data inputs, and the framework in which the model was trained.

func (*InputConfig) DeepCopy 

func (in *InputConfig) DeepCopy() *InputConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new InputConfig.

func (*InputConfig) DeepCopyInto 

func (in *InputConfig) DeepCopyInto(out *InputConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type InputMode 

type InputMode string
const (
	InputMode_Pipe InputMode = "Pipe"
	InputMode_File InputMode = "File"
)

type InstanceType 

type InstanceType string
const (
	InstanceType_ml_t2_medium    InstanceType = "ml.t2.medium"
	InstanceType_ml_t2_large     InstanceType = "ml.t2.large"
	InstanceType_ml_t2_xlarge    InstanceType = "ml.t2.xlarge"
	InstanceType_ml_t2_2xlarge   InstanceType = "ml.t2.2xlarge"
	InstanceType_ml_t3_medium    InstanceType = "ml.t3.medium"
	InstanceType_ml_t3_large     InstanceType = "ml.t3.large"
	InstanceType_ml_t3_xlarge    InstanceType = "ml.t3.xlarge"
	InstanceType_ml_t3_2xlarge   InstanceType = "ml.t3.2xlarge"
	InstanceType_ml_m4_xlarge    InstanceType = "ml.m4.xlarge"
	InstanceType_ml_m4_2xlarge   InstanceType = "ml.m4.2xlarge"
	InstanceType_ml_m4_4xlarge   InstanceType = "ml.m4.4xlarge"
	InstanceType_ml_m4_10xlarge  InstanceType = "ml.m4.10xlarge"
	InstanceType_ml_m4_16xlarge  InstanceType = "ml.m4.16xlarge"
	InstanceType_ml_m5_xlarge    InstanceType = "ml.m5.xlarge"
	InstanceType_ml_m5_2xlarge   InstanceType = "ml.m5.2xlarge"
	InstanceType_ml_m5_4xlarge   InstanceType = "ml.m5.4xlarge"
	InstanceType_ml_m5_12xlarge  InstanceType = "ml.m5.12xlarge"
	InstanceType_ml_m5_24xlarge  InstanceType = "ml.m5.24xlarge"
	InstanceType_ml_c4_xlarge    InstanceType = "ml.c4.xlarge"
	InstanceType_ml_c4_2xlarge   InstanceType = "ml.c4.2xlarge"
	InstanceType_ml_c4_4xlarge   InstanceType = "ml.c4.4xlarge"
	InstanceType_ml_c4_8xlarge   InstanceType = "ml.c4.8xlarge"
	InstanceType_ml_c5_xlarge    InstanceType = "ml.c5.xlarge"
	InstanceType_ml_c5_2xlarge   InstanceType = "ml.c5.2xlarge"
	InstanceType_ml_c5_4xlarge   InstanceType = "ml.c5.4xlarge"
	InstanceType_ml_c5_9xlarge   InstanceType = "ml.c5.9xlarge"
	InstanceType_ml_c5_18xlarge  InstanceType = "ml.c5.18xlarge"
	InstanceType_ml_c5d_xlarge   InstanceType = "ml.c5d.xlarge"
	InstanceType_ml_c5d_2xlarge  InstanceType = "ml.c5d.2xlarge"
	InstanceType_ml_c5d_4xlarge  InstanceType = "ml.c5d.4xlarge"
	InstanceType_ml_c5d_9xlarge  InstanceType = "ml.c5d.9xlarge"
	InstanceType_ml_c5d_18xlarge InstanceType = "ml.c5d.18xlarge"
	InstanceType_ml_p2_xlarge    InstanceType = "ml.p2.xlarge"
	InstanceType_ml_p2_8xlarge   InstanceType = "ml.p2.8xlarge"
	InstanceType_ml_p2_16xlarge  InstanceType = "ml.p2.16xlarge"
	InstanceType_ml_p3_2xlarge   InstanceType = "ml.p3.2xlarge"
	InstanceType_ml_p3_8xlarge   InstanceType = "ml.p3.8xlarge"
	InstanceType_ml_p3_16xlarge  InstanceType = "ml.p3.16xlarge"
)

type IntegerParameterRange 

type IntegerParameterRange struct {
	MaxValue    *string `json:"maxValue,omitempty"`
	MinValue    *string `json:"minValue,omitempty"`
	Name        *string `json:"name,omitempty"`
	ScalingType *string `json:"scalingType,omitempty"`
}

For a hyperparameter of the integer type, specifies the range that a hyperparameter tuning job searches.

func (*IntegerParameterRange) DeepCopy 

func (in *IntegerParameterRange) DeepCopy() *IntegerParameterRange

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new IntegerParameterRange.

func (*IntegerParameterRange) DeepCopyInto 

func (in *IntegerParameterRange) DeepCopyInto(out *IntegerParameterRange)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type IntegerParameterRangeSpecification 

type IntegerParameterRangeSpecification struct {
	MaxValue *string `json:"maxValue,omitempty"`
	MinValue *string `json:"minValue,omitempty"`
}

Defines the possible values for an integer hyperparameter.

func (*IntegerParameterRangeSpecification) DeepCopy 

func (in *IntegerParameterRangeSpecification) DeepCopy() *IntegerParameterRangeSpecification

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new IntegerParameterRangeSpecification.

func (*IntegerParameterRangeSpecification) DeepCopyInto 

func (in *IntegerParameterRangeSpecification) DeepCopyInto(out *IntegerParameterRangeSpecification)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type JoinSource 

type JoinSource string
const (
	JoinSource_Input JoinSource = "Input"
	JoinSource_None  JoinSource = "None"
)

type JupyterServerAppSettings added in v0.3.0 

type JupyterServerAppSettings struct {
	// Specifies the ARN's of a SageMaker image and SageMaker image version, and
	// the instance type that the version runs on.
	DefaultResourceSpec *ResourceSpec `json:"defaultResourceSpec,omitempty"`
}

The JupyterServer app settings.

func (*JupyterServerAppSettings) DeepCopy added in v0.3.0 

func (in *JupyterServerAppSettings) DeepCopy() *JupyterServerAppSettings

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new JupyterServerAppSettings.

func (*JupyterServerAppSettings) DeepCopyInto added in v0.3.0 

func (in *JupyterServerAppSettings) DeepCopyInto(out *JupyterServerAppSettings)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type KernelGatewayAppSettings added in v0.3.0 

type KernelGatewayAppSettings struct {
	CustomImages []*CustomImage `json:"customImages,omitempty"`
	// Specifies the ARN's of a SageMaker image and SageMaker image version, and
	// the instance type that the version runs on.
	DefaultResourceSpec *ResourceSpec `json:"defaultResourceSpec,omitempty"`
}

The KernelGateway app settings.

func (*KernelGatewayAppSettings) DeepCopy added in v0.3.0 

func (in *KernelGatewayAppSettings) DeepCopy() *KernelGatewayAppSettings

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new KernelGatewayAppSettings.

func (*KernelGatewayAppSettings) DeepCopyInto added in v0.3.0 

func (in *KernelGatewayAppSettings) DeepCopyInto(out *KernelGatewayAppSettings)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type LabelingJobAlgorithmsConfig 

type LabelingJobAlgorithmsConfig struct {
	InitialActiveLearningModelARN *string `json:"initialActiveLearningModelARN,omitempty"`
}

Provides configuration information for auto-labeling of your data objects. A LabelingJobAlgorithmsConfig object must be supplied in order to use auto-labeling.

func (*LabelingJobAlgorithmsConfig) DeepCopy 

func (in *LabelingJobAlgorithmsConfig) DeepCopy() *LabelingJobAlgorithmsConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new LabelingJobAlgorithmsConfig.

func (*LabelingJobAlgorithmsConfig) DeepCopyInto 

func (in *LabelingJobAlgorithmsConfig) DeepCopyInto(out *LabelingJobAlgorithmsConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type LabelingJobForWorkteamSummary 

type LabelingJobForWorkteamSummary struct {
	CreationTime *metav1.Time `json:"creationTime,omitempty"`
}

Provides summary information for a work team.

func (*LabelingJobForWorkteamSummary) DeepCopy 

func (in *LabelingJobForWorkteamSummary) DeepCopy() *LabelingJobForWorkteamSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new LabelingJobForWorkteamSummary.

func (*LabelingJobForWorkteamSummary) DeepCopyInto 

func (in *LabelingJobForWorkteamSummary) DeepCopyInto(out *LabelingJobForWorkteamSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type LabelingJobOutput 

type LabelingJobOutput struct {
	FinalActiveLearningModelARN *string `json:"finalActiveLearningModelARN,omitempty"`
	OutputDatasetS3URI          *string `json:"outputDatasetS3URI,omitempty"`
}

Specifies the location of the output produced by the labeling job.

func (*LabelingJobOutput) DeepCopy 

func (in *LabelingJobOutput) DeepCopy() *LabelingJobOutput

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new LabelingJobOutput.

func (*LabelingJobOutput) DeepCopyInto 

func (in *LabelingJobOutput) DeepCopyInto(out *LabelingJobOutput)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type LabelingJobOutputConfig 

type LabelingJobOutputConfig struct {
	KMSKeyID     *string `json:"kmsKeyID,omitempty"`
	S3OutputPath *string `json:"s3OutputPath,omitempty"`
}

Output configuration information for a labeling job.

func (*LabelingJobOutputConfig) DeepCopy 

func (in *LabelingJobOutputConfig) DeepCopy() *LabelingJobOutputConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new LabelingJobOutputConfig.

func (*LabelingJobOutputConfig) DeepCopyInto 

func (in *LabelingJobOutputConfig) DeepCopyInto(out *LabelingJobOutputConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type LabelingJobResourceConfig 

type LabelingJobResourceConfig struct {
	VolumeKMSKeyID *string `json:"volumeKMSKeyID,omitempty"`
}

Configure encryption on the storage volume attached to the ML compute instance used to run automated data labeling model training and inference.

func (*LabelingJobResourceConfig) DeepCopy 

func (in *LabelingJobResourceConfig) DeepCopy() *LabelingJobResourceConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new LabelingJobResourceConfig.

func (*LabelingJobResourceConfig) DeepCopyInto 

func (in *LabelingJobResourceConfig) DeepCopyInto(out *LabelingJobResourceConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type LabelingJobS3DataSource 

type LabelingJobS3DataSource struct {
	ManifestS3URI *string `json:"manifestS3URI,omitempty"`
}

The Amazon S3 location of the input data objects.

func (*LabelingJobS3DataSource) DeepCopy 

func (in *LabelingJobS3DataSource) DeepCopy() *LabelingJobS3DataSource

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new LabelingJobS3DataSource.

func (*LabelingJobS3DataSource) DeepCopyInto 

func (in *LabelingJobS3DataSource) DeepCopyInto(out *LabelingJobS3DataSource)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type LabelingJobStatus 

type LabelingJobStatus string
const (
	LabelingJobStatus_Initializing LabelingJobStatus = "Initializing"
	LabelingJobStatus_InProgress   LabelingJobStatus = "InProgress"
	LabelingJobStatus_Completed    LabelingJobStatus = "Completed"
	LabelingJobStatus_Failed       LabelingJobStatus = "Failed"
	LabelingJobStatus_Stopping     LabelingJobStatus = "Stopping"
	LabelingJobStatus_Stopped      LabelingJobStatus = "Stopped"
)

type LabelingJobSummary 

type LabelingJobSummary struct {
	CreationTime     *metav1.Time `json:"creationTime,omitempty"`
	FailureReason    *string      `json:"failureReason,omitempty"`
	LabelingJobARN   *string      `json:"labelingJobARN,omitempty"`
	LastModifiedTime *metav1.Time `json:"lastModifiedTime,omitempty"`
}

Provides summary information about a labeling job.

func (*LabelingJobSummary) DeepCopy 

func (in *LabelingJobSummary) DeepCopy() *LabelingJobSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new LabelingJobSummary.

func (*LabelingJobSummary) DeepCopyInto 

func (in *LabelingJobSummary) DeepCopyInto(out *LabelingJobSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ListCompilationJobsSortBy 

type ListCompilationJobsSortBy string
const (
	ListCompilationJobsSortBy_Name         ListCompilationJobsSortBy = "Name"
	ListCompilationJobsSortBy_CreationTime ListCompilationJobsSortBy = "CreationTime"
	ListCompilationJobsSortBy_Status       ListCompilationJobsSortBy = "Status"
)

type ListDeviceFleetsSortBy 

type ListDeviceFleetsSortBy string
const (
	ListDeviceFleetsSortBy_NAME               ListDeviceFleetsSortBy = "NAME"
	ListDeviceFleetsSortBy_CREATION_TIME      ListDeviceFleetsSortBy = "CREATION_TIME"
	ListDeviceFleetsSortBy_LAST_MODIFIED_TIME ListDeviceFleetsSortBy = "LAST_MODIFIED_TIME"
)

type ListEdgePackagingJobsSortBy 

type ListEdgePackagingJobsSortBy string
const (
	ListEdgePackagingJobsSortBy_NAME               ListEdgePackagingJobsSortBy = "NAME"
	ListEdgePackagingJobsSortBy_MODEL_NAME         ListEdgePackagingJobsSortBy = "MODEL_NAME"
	ListEdgePackagingJobsSortBy_CREATION_TIME      ListEdgePackagingJobsSortBy = "CREATION_TIME"
	ListEdgePackagingJobsSortBy_LAST_MODIFIED_TIME ListEdgePackagingJobsSortBy = "LAST_MODIFIED_TIME"
	ListEdgePackagingJobsSortBy_STATUS             ListEdgePackagingJobsSortBy = "STATUS"
)

type ListLabelingJobsForWorkteamSortByOptions 

type ListLabelingJobsForWorkteamSortByOptions string
const (
	ListLabelingJobsForWorkteamSortByOptions_CreationTime ListLabelingJobsForWorkteamSortByOptions = "CreationTime"
)

type ListWorkforcesSortByOptions 

type ListWorkforcesSortByOptions string
const (
	ListWorkforcesSortByOptions_Name       ListWorkforcesSortByOptions = "Name"
	ListWorkforcesSortByOptions_CreateDate ListWorkforcesSortByOptions = "CreateDate"
)

type ListWorkteamsSortByOptions 

type ListWorkteamsSortByOptions string
const (
	ListWorkteamsSortByOptions_Name       ListWorkteamsSortByOptions = "Name"
	ListWorkteamsSortByOptions_CreateDate ListWorkteamsSortByOptions = "CreateDate"
)

type MetadataProperties added in v0.0.3 

type MetadataProperties struct {
	CommitID    *string `json:"commitID,omitempty"`
	GeneratedBy *string `json:"generatedBy,omitempty"`
	ProjectID   *string `json:"projectID,omitempty"`
	Repository  *string `json:"repository,omitempty"`
}

Metadata properties of the tracking entity, trial, or trial component.

func (*MetadataProperties) DeepCopy added in v0.0.3 

func (in *MetadataProperties) DeepCopy() *MetadataProperties

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MetadataProperties.

func (*MetadataProperties) DeepCopyInto added in v0.0.3 

func (in *MetadataProperties) DeepCopyInto(out *MetadataProperties)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type MetricData 

type MetricData struct {
	MetricName *string      `json:"metricName,omitempty"`
	Timestamp  *metav1.Time `json:"timestamp,omitempty"`
	Value      *float64     `json:"value,omitempty"`
}

The name, value, and date and time of a metric that was emitted to Amazon CloudWatch.

func (*MetricData) DeepCopy 

func (in *MetricData) DeepCopy() *MetricData

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MetricData.

func (*MetricData) DeepCopyInto 

func (in *MetricData) DeepCopyInto(out *MetricData)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type MetricDefinition 

type MetricDefinition struct {
	Name  *string `json:"name,omitempty"`
	Regex *string `json:"regex,omitempty"`
}

Specifies a metric that the training algorithm writes to stderr or stdout . Amazon SageMakerhyperparameter tuning captures all defined metrics. You specify one metric that a hyperparameter tuning job uses as its objective metric to choose the best training job.

func (*MetricDefinition) DeepCopy 

func (in *MetricDefinition) DeepCopy() *MetricDefinition

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MetricDefinition.

func (*MetricDefinition) DeepCopyInto 

func (in *MetricDefinition) DeepCopyInto(out *MetricDefinition)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type MetricsSource 

type MetricsSource struct {
	ContentDigest *string `json:"contentDigest,omitempty"`
	ContentType   *string `json:"contentType,omitempty"`
	S3URI         *string `json:"s3URI,omitempty"`
}

func (*MetricsSource) DeepCopy 

func (in *MetricsSource) DeepCopy() *MetricsSource

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MetricsSource.

func (*MetricsSource) DeepCopyInto 

func (in *MetricsSource) DeepCopyInto(out *MetricsSource)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type Model 

type Model struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty"`
	Spec              ModelSpec   `json:"spec,omitempty"`
	Status            ModelStatus `json:"status,omitempty"`
}

Model is the Schema for the Models API +kubebuilder:object:root=true +kubebuilder:subresource:status

func (*Model) DeepCopy 

func (in *Model) DeepCopy() *Model

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Model.

func (*Model) DeepCopyInto 

func (in *Model) DeepCopyInto(out *Model)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*Model) DeepCopyObject 

func (in *Model) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type ModelApprovalStatus 

type ModelApprovalStatus string
const (
	ModelApprovalStatus_Approved              ModelApprovalStatus = "Approved"
	ModelApprovalStatus_Rejected              ModelApprovalStatus = "Rejected"
	ModelApprovalStatus_PendingManualApproval ModelApprovalStatus = "PendingManualApproval"
)

type ModelArtifacts 

type ModelArtifacts struct {
	S3ModelArtifacts *string `json:"s3ModelArtifacts,omitempty"`
}

Provides information about the location that is configured for storing model artifacts.

Model artifacts are the output that results from training a model, and typically consist of trained parameters, a model defintion that desribes how to compute inferences, and other metadata.

func (*ModelArtifacts) DeepCopy 

func (in *ModelArtifacts) DeepCopy() *ModelArtifacts

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelArtifacts.

func (*ModelArtifacts) DeepCopyInto 

func (in *ModelArtifacts) DeepCopyInto(out *ModelArtifacts)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelBiasAppSpecification 

type ModelBiasAppSpecification struct {
	ConfigURI   *string            `json:"configURI,omitempty"`
	Environment map[string]*string `json:"environment,omitempty"`
	ImageURI    *string            `json:"imageURI,omitempty"`
}

Docker container image configuration object for the model bias job.

func (*ModelBiasAppSpecification) DeepCopy 

func (in *ModelBiasAppSpecification) DeepCopy() *ModelBiasAppSpecification

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelBiasAppSpecification.

func (*ModelBiasAppSpecification) DeepCopyInto 

func (in *ModelBiasAppSpecification) DeepCopyInto(out *ModelBiasAppSpecification)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelBiasBaselineConfig 

type ModelBiasBaselineConfig struct {
	BaseliningJobName *string `json:"baseliningJobName,omitempty"`
	// The constraints resource for a monitoring job.
	ConstraintsResource *MonitoringConstraintsResource `json:"constraintsResource,omitempty"`
}

The configuration for a baseline model bias job.

func (*ModelBiasBaselineConfig) DeepCopy 

func (in *ModelBiasBaselineConfig) DeepCopy() *ModelBiasBaselineConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelBiasBaselineConfig.

func (*ModelBiasBaselineConfig) DeepCopyInto 

func (in *ModelBiasBaselineConfig) DeepCopyInto(out *ModelBiasBaselineConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelBiasJobDefinition 

type ModelBiasJobDefinition struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty"`
	Spec              ModelBiasJobDefinitionSpec   `json:"spec,omitempty"`
	Status            ModelBiasJobDefinitionStatus `json:"status,omitempty"`
}

ModelBiasJobDefinition is the Schema for the ModelBiasJobDefinitions API +kubebuilder:object:root=true +kubebuilder:subresource:status

func (*ModelBiasJobDefinition) DeepCopy 

func (in *ModelBiasJobDefinition) DeepCopy() *ModelBiasJobDefinition

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelBiasJobDefinition.

func (*ModelBiasJobDefinition) DeepCopyInto 

func (in *ModelBiasJobDefinition) DeepCopyInto(out *ModelBiasJobDefinition)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*ModelBiasJobDefinition) DeepCopyObject 

func (in *ModelBiasJobDefinition) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type ModelBiasJobDefinitionList 

type ModelBiasJobDefinitionList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty"`
	Items           []ModelBiasJobDefinition `json:"items"`
}

ModelBiasJobDefinitionList contains a list of ModelBiasJobDefinition +kubebuilder:object:root=true

func (*ModelBiasJobDefinitionList) DeepCopy 

func (in *ModelBiasJobDefinitionList) DeepCopy() *ModelBiasJobDefinitionList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelBiasJobDefinitionList.

func (*ModelBiasJobDefinitionList) DeepCopyInto 

func (in *ModelBiasJobDefinitionList) DeepCopyInto(out *ModelBiasJobDefinitionList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*ModelBiasJobDefinitionList) DeepCopyObject 

func (in *ModelBiasJobDefinitionList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type ModelBiasJobDefinitionSpec 

type ModelBiasJobDefinitionSpec struct {
	// The name of the bias job definition. The name must be unique within an AWS
	// Region in the AWS account.
	// +kubebuilder:validation:Required
	JobDefinitionName *string `json:"jobDefinitionName"`

	// +kubebuilder:validation:Required
	JobResources *MonitoringResources `json:"jobResources"`
	// Configures the model bias job to run a specified Docker container image.
	// +kubebuilder:validation:Required
	ModelBiasAppSpecification *ModelBiasAppSpecification `json:"modelBiasAppSpecification"`
	// The baseline configuration for a model bias job.
	ModelBiasBaselineConfig *ModelBiasBaselineConfig `json:"modelBiasBaselineConfig,omitempty"`
	// Inputs for the model bias job.
	// +kubebuilder:validation:Required
	ModelBiasJobInput *ModelBiasJobInput `json:"modelBiasJobInput"`

	// +kubebuilder:validation:Required
	ModelBiasJobOutputConfig *MonitoringOutputConfig `json:"modelBiasJobOutputConfig"`
	// Networking options for a model bias job.
	NetworkConfig *MonitoringNetworkConfig `json:"networkConfig,omitempty"`
	// The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume
	// to perform tasks on your behalf.
	// +kubebuilder:validation:Required
	RoleARN *string `json:"roleARN"`

	StoppingCondition *MonitoringStoppingCondition `json:"stoppingCondition,omitempty"`
	// (Optional) An array of key-value pairs. For more information, see Using Cost
	// Allocation Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-whatURL)
	// in the AWS Billing and Cost Management User Guide.
	Tags []*Tag `json:"tags,omitempty"`
}

ModelBiasJobDefinitionSpec defines the desired state of ModelBiasJobDefinition.

func (*ModelBiasJobDefinitionSpec) DeepCopy 

func (in *ModelBiasJobDefinitionSpec) DeepCopy() *ModelBiasJobDefinitionSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelBiasJobDefinitionSpec.

func (*ModelBiasJobDefinitionSpec) DeepCopyInto 

func (in *ModelBiasJobDefinitionSpec) DeepCopyInto(out *ModelBiasJobDefinitionSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelBiasJobDefinitionStatus 

type ModelBiasJobDefinitionStatus struct {
	// All CRs managed by ACK have a common `Status.ACKResourceMetadata` member
	// that is used to contain resource sync state, account ownership,
	// constructed ARN for the resource
	// +kubebuilder:validation:Optional
	ACKResourceMetadata *ackv1alpha1.ResourceMetadata `json:"ackResourceMetadata"`
	// All CRS managed by ACK have a common `Status.Conditions` member that
	// contains a collection of `ackv1alpha1.Condition` objects that describe
	// the various terminal states of the CR and its backend AWS service API
	// resource
	// +kubebuilder:validation:Optional
	Conditions []*ackv1alpha1.Condition `json:"conditions"`
}

ModelBiasJobDefinitionStatus defines the observed state of ModelBiasJobDefinition

func (*ModelBiasJobDefinitionStatus) DeepCopy 

func (in *ModelBiasJobDefinitionStatus) DeepCopy() *ModelBiasJobDefinitionStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelBiasJobDefinitionStatus.

func (*ModelBiasJobDefinitionStatus) DeepCopyInto 

func (in *ModelBiasJobDefinitionStatus) DeepCopyInto(out *ModelBiasJobDefinitionStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelBiasJobInput 

type ModelBiasJobInput struct {
	// Input object for the endpoint
	EndpointInput *EndpointInput `json:"endpointInput,omitempty"`
	// The ground truth labels for the dataset used for the monitoring job.
	GroundTruthS3Input *MonitoringGroundTruthS3Input `json:"groundTruthS3Input,omitempty"`
}

Inputs for the model bias job.

func (*ModelBiasJobInput) DeepCopy 

func (in *ModelBiasJobInput) DeepCopy() *ModelBiasJobInput

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelBiasJobInput.

func (*ModelBiasJobInput) DeepCopyInto 

func (in *ModelBiasJobInput) DeepCopyInto(out *ModelBiasJobInput)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelCacheSetting 

type ModelCacheSetting string
const (
	ModelCacheSetting_Enabled  ModelCacheSetting = "Enabled"
	ModelCacheSetting_Disabled ModelCacheSetting = "Disabled"
)

type ModelClientConfig 

type ModelClientConfig struct {
	InvocationsMaxRetries       *int64 `json:"invocationsMaxRetries,omitempty"`
	InvocationsTimeoutInSeconds *int64 `json:"invocationsTimeoutInSeconds,omitempty"`
}

Configures the timeout and maximum number of retries for processing a transform job invocation.

func (*ModelClientConfig) DeepCopy 

func (in *ModelClientConfig) DeepCopy() *ModelClientConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelClientConfig.

func (*ModelClientConfig) DeepCopyInto 

func (in *ModelClientConfig) DeepCopyInto(out *ModelClientConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelDataQuality added in v0.0.3 

type ModelDataQuality struct {
	Constraints *MetricsSource `json:"constraints,omitempty"`
	Statistics  *MetricsSource `json:"statistics,omitempty"`
}

Data quality constraints and statistics for a model.

func (*ModelDataQuality) DeepCopy added in v0.0.3 

func (in *ModelDataQuality) DeepCopy() *ModelDataQuality

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelDataQuality.

func (*ModelDataQuality) DeepCopyInto added in v0.0.3 

func (in *ModelDataQuality) DeepCopyInto(out *ModelDataQuality)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelExplainabilityAppSpecification 

type ModelExplainabilityAppSpecification struct {
	ConfigURI   *string            `json:"configURI,omitempty"`
	Environment map[string]*string `json:"environment,omitempty"`
	ImageURI    *string            `json:"imageURI,omitempty"`
}

Docker container image configuration object for the model explainability job.

func (*ModelExplainabilityAppSpecification) DeepCopy 

func (in *ModelExplainabilityAppSpecification) DeepCopy() *ModelExplainabilityAppSpecification

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelExplainabilityAppSpecification.

func (*ModelExplainabilityAppSpecification) DeepCopyInto 

func (in *ModelExplainabilityAppSpecification) DeepCopyInto(out *ModelExplainabilityAppSpecification)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelExplainabilityBaselineConfig 

type ModelExplainabilityBaselineConfig struct {
	BaseliningJobName *string `json:"baseliningJobName,omitempty"`
	// The constraints resource for a monitoring job.
	ConstraintsResource *MonitoringConstraintsResource `json:"constraintsResource,omitempty"`
}

The configuration for a baseline model explainability job.

func (*ModelExplainabilityBaselineConfig) DeepCopy 

func (in *ModelExplainabilityBaselineConfig) DeepCopy() *ModelExplainabilityBaselineConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelExplainabilityBaselineConfig.

func (*ModelExplainabilityBaselineConfig) DeepCopyInto 

func (in *ModelExplainabilityBaselineConfig) DeepCopyInto(out *ModelExplainabilityBaselineConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelExplainabilityJobDefinition 

type ModelExplainabilityJobDefinition struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty"`
	Spec              ModelExplainabilityJobDefinitionSpec   `json:"spec,omitempty"`
	Status            ModelExplainabilityJobDefinitionStatus `json:"status,omitempty"`
}

ModelExplainabilityJobDefinition is the Schema for the ModelExplainabilityJobDefinitions API +kubebuilder:object:root=true +kubebuilder:subresource:status

func (*ModelExplainabilityJobDefinition) DeepCopy 

func (in *ModelExplainabilityJobDefinition) DeepCopy() *ModelExplainabilityJobDefinition

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelExplainabilityJobDefinition.

func (*ModelExplainabilityJobDefinition) DeepCopyInto 

func (in *ModelExplainabilityJobDefinition) DeepCopyInto(out *ModelExplainabilityJobDefinition)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*ModelExplainabilityJobDefinition) DeepCopyObject 

func (in *ModelExplainabilityJobDefinition) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type ModelExplainabilityJobDefinitionList 

type ModelExplainabilityJobDefinitionList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty"`
	Items           []ModelExplainabilityJobDefinition `json:"items"`
}

ModelExplainabilityJobDefinitionList contains a list of ModelExplainabilityJobDefinition +kubebuilder:object:root=true

func (*ModelExplainabilityJobDefinitionList) DeepCopy 

func (in *ModelExplainabilityJobDefinitionList) DeepCopy() *ModelExplainabilityJobDefinitionList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelExplainabilityJobDefinitionList.

func (*ModelExplainabilityJobDefinitionList) DeepCopyInto 

func (in *ModelExplainabilityJobDefinitionList) DeepCopyInto(out *ModelExplainabilityJobDefinitionList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*ModelExplainabilityJobDefinitionList) DeepCopyObject 

func (in *ModelExplainabilityJobDefinitionList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type ModelExplainabilityJobDefinitionSpec 

type ModelExplainabilityJobDefinitionSpec struct {
	// The name of the model explainability job definition. The name must be unique
	// within an AWS Region in the AWS account.
	// +kubebuilder:validation:Required
	JobDefinitionName *string `json:"jobDefinitionName"`

	// +kubebuilder:validation:Required
	JobResources *MonitoringResources `json:"jobResources"`
	// Configures the model explainability job to run a specified Docker container
	// image.
	// +kubebuilder:validation:Required
	ModelExplainabilityAppSpecification *ModelExplainabilityAppSpecification `json:"modelExplainabilityAppSpecification"`
	// The baseline configuration for a model explainability job.
	ModelExplainabilityBaselineConfig *ModelExplainabilityBaselineConfig `json:"modelExplainabilityBaselineConfig,omitempty"`
	// Inputs for the model explainability job.
	// +kubebuilder:validation:Required
	ModelExplainabilityJobInput *ModelExplainabilityJobInput `json:"modelExplainabilityJobInput"`

	// +kubebuilder:validation:Required
	ModelExplainabilityJobOutputConfig *MonitoringOutputConfig `json:"modelExplainabilityJobOutputConfig"`
	// Networking options for a model explainability job.
	NetworkConfig *MonitoringNetworkConfig `json:"networkConfig,omitempty"`
	// The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume
	// to perform tasks on your behalf.
	// +kubebuilder:validation:Required
	RoleARN *string `json:"roleARN"`

	StoppingCondition *MonitoringStoppingCondition `json:"stoppingCondition,omitempty"`
	// (Optional) An array of key-value pairs. For more information, see Using Cost
	// Allocation Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-whatURL)
	// in the AWS Billing and Cost Management User Guide.
	Tags []*Tag `json:"tags,omitempty"`
}

ModelExplainabilityJobDefinitionSpec defines the desired state of ModelExplainabilityJobDefinition.

func (*ModelExplainabilityJobDefinitionSpec) DeepCopy 

func (in *ModelExplainabilityJobDefinitionSpec) DeepCopy() *ModelExplainabilityJobDefinitionSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelExplainabilityJobDefinitionSpec.

func (*ModelExplainabilityJobDefinitionSpec) DeepCopyInto 

func (in *ModelExplainabilityJobDefinitionSpec) DeepCopyInto(out *ModelExplainabilityJobDefinitionSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelExplainabilityJobDefinitionStatus 

type ModelExplainabilityJobDefinitionStatus struct {
	// All CRs managed by ACK have a common `Status.ACKResourceMetadata` member
	// that is used to contain resource sync state, account ownership,
	// constructed ARN for the resource
	// +kubebuilder:validation:Optional
	ACKResourceMetadata *ackv1alpha1.ResourceMetadata `json:"ackResourceMetadata"`
	// All CRS managed by ACK have a common `Status.Conditions` member that
	// contains a collection of `ackv1alpha1.Condition` objects that describe
	// the various terminal states of the CR and its backend AWS service API
	// resource
	// +kubebuilder:validation:Optional
	Conditions []*ackv1alpha1.Condition `json:"conditions"`
}

ModelExplainabilityJobDefinitionStatus defines the observed state of ModelExplainabilityJobDefinition

func (*ModelExplainabilityJobDefinitionStatus) DeepCopy 

func (in *ModelExplainabilityJobDefinitionStatus) DeepCopy() *ModelExplainabilityJobDefinitionStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelExplainabilityJobDefinitionStatus.

func (*ModelExplainabilityJobDefinitionStatus) DeepCopyInto 

func (in *ModelExplainabilityJobDefinitionStatus) DeepCopyInto(out *ModelExplainabilityJobDefinitionStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelExplainabilityJobInput 

type ModelExplainabilityJobInput struct {
	// Input object for the endpoint
	EndpointInput *EndpointInput `json:"endpointInput,omitempty"`
}

Inputs for the model explainability job.

func (*ModelExplainabilityJobInput) DeepCopy 

func (in *ModelExplainabilityJobInput) DeepCopy() *ModelExplainabilityJobInput

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelExplainabilityJobInput.

func (*ModelExplainabilityJobInput) DeepCopyInto 

func (in *ModelExplainabilityJobInput) DeepCopyInto(out *ModelExplainabilityJobInput)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelList 

type ModelList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty"`
	Items           []Model `json:"items"`
}

ModelList contains a list of Model +kubebuilder:object:root=true

func (*ModelList) DeepCopy 

func (in *ModelList) DeepCopy() *ModelList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelList.

func (*ModelList) DeepCopyInto 

func (in *ModelList) DeepCopyInto(out *ModelList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*ModelList) DeepCopyObject 

func (in *ModelList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type ModelMetrics added in v0.0.3 

type ModelMetrics struct {
	// Contains bias metrics for a model.
	Bias *Bias `json:"bias,omitempty"`
	// Contains explainability metrics for a model.
	Explainability *Explainability `json:"explainability,omitempty"`
	// Data quality constraints and statistics for a model.
	ModelDataQuality *ModelDataQuality `json:"modelDataQuality,omitempty"`
	// Model quality statistics and constraints.
	ModelQuality *ModelQuality `json:"modelQuality,omitempty"`
}

Contains metrics captured from a model.

func (*ModelMetrics) DeepCopy added in v0.0.3 

func (in *ModelMetrics) DeepCopy() *ModelMetrics

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelMetrics.

func (*ModelMetrics) DeepCopyInto added in v0.0.3 

func (in *ModelMetrics) DeepCopyInto(out *ModelMetrics)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelPackage 

type ModelPackage struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty"`
	Spec              ModelPackageSpec   `json:"spec,omitempty"`
	Status            ModelPackageStatus `json:"status,omitempty"`
}

ModelPackage is the Schema for the ModelPackages API +kubebuilder:object:root=true +kubebuilder:subresource:status +kubebuilder:printcolumn:name="STATUS",type=string,priority=0,JSONPath=`.status.modelPackageStatus`

func (*ModelPackage) DeepCopy 

func (in *ModelPackage) DeepCopy() *ModelPackage

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelPackage.

func (*ModelPackage) DeepCopyInto 

func (in *ModelPackage) DeepCopyInto(out *ModelPackage)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*ModelPackage) DeepCopyObject added in v0.0.3 

func (in *ModelPackage) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type ModelPackageContainerDefinition 

type ModelPackageContainerDefinition struct {
	ContainerHostname *string `json:"containerHostname,omitempty"`
	Image             *string `json:"image,omitempty"`
	ImageDigest       *string `json:"imageDigest,omitempty"`
	ModelDataURL      *string `json:"modelDataURL,omitempty"`
	ProductID         *string `json:"productID,omitempty"`
}

Describes the Docker container for the model package.

func (*ModelPackageContainerDefinition) DeepCopy 

func (in *ModelPackageContainerDefinition) DeepCopy() *ModelPackageContainerDefinition

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelPackageContainerDefinition.

func (*ModelPackageContainerDefinition) DeepCopyInto 

func (in *ModelPackageContainerDefinition) DeepCopyInto(out *ModelPackageContainerDefinition)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelPackageGroup added in v0.0.3 

type ModelPackageGroup struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty"`
	Spec              ModelPackageGroupSpec   `json:"spec,omitempty"`
	Status            ModelPackageGroupStatus `json:"status,omitempty"`
}

ModelPackageGroup is the Schema for the ModelPackageGroups API +kubebuilder:object:root=true +kubebuilder:subresource:status +kubebuilder:printcolumn:name="STATUS",type=string,priority=0,JSONPath=`.status.modelPackageGroupStatus`

func (*ModelPackageGroup) DeepCopy added in v0.0.3 

func (in *ModelPackageGroup) DeepCopy() *ModelPackageGroup

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelPackageGroup.

func (*ModelPackageGroup) DeepCopyInto added in v0.0.3 

func (in *ModelPackageGroup) DeepCopyInto(out *ModelPackageGroup)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*ModelPackageGroup) DeepCopyObject added in v0.0.3 

func (in *ModelPackageGroup) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type ModelPackageGroupList added in v0.0.3 

type ModelPackageGroupList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty"`
	Items           []ModelPackageGroup `json:"items"`
}

ModelPackageGroupList contains a list of ModelPackageGroup +kubebuilder:object:root=true

func (*ModelPackageGroupList) DeepCopy added in v0.0.3 

func (in *ModelPackageGroupList) DeepCopy() *ModelPackageGroupList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelPackageGroupList.

func (*ModelPackageGroupList) DeepCopyInto added in v0.0.3 

func (in *ModelPackageGroupList) DeepCopyInto(out *ModelPackageGroupList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*ModelPackageGroupList) DeepCopyObject added in v0.0.3 

func (in *ModelPackageGroupList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type ModelPackageGroupSortBy 

type ModelPackageGroupSortBy string
const (
	ModelPackageGroupSortBy_Name         ModelPackageGroupSortBy = "Name"
	ModelPackageGroupSortBy_CreationTime ModelPackageGroupSortBy = "CreationTime"
)

type ModelPackageGroupSpec added in v0.0.3 

type ModelPackageGroupSpec struct {
	// A description for the model group.
	ModelPackageGroupDescription *string `json:"modelPackageGroupDescription,omitempty"`
	// The name of the model group.
	// +kubebuilder:validation:Required
	ModelPackageGroupName *string `json:"modelPackageGroupName"`
	// A list of key value pairs associated with the model group. For more information,
	// see Tagging AWS resources (https://docs.aws.amazon.com/general/latest/gr/aws_tagging.html)
	// in the AWS General Reference Guide.
	Tags []*Tag `json:"tags,omitempty"`
}

ModelPackageGroupSpec defines the desired state of ModelPackageGroup.

A group of versioned models in the model registry.

func (*ModelPackageGroupSpec) DeepCopy added in v0.0.3 

func (in *ModelPackageGroupSpec) DeepCopy() *ModelPackageGroupSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelPackageGroupSpec.

func (*ModelPackageGroupSpec) DeepCopyInto added in v0.0.3 

func (in *ModelPackageGroupSpec) DeepCopyInto(out *ModelPackageGroupSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelPackageGroupStatus 

type ModelPackageGroupStatus struct {
	// All CRs managed by ACK have a common `Status.ACKResourceMetadata` member
	// that is used to contain resource sync state, account ownership,
	// constructed ARN for the resource
	// +kubebuilder:validation:Optional
	ACKResourceMetadata *ackv1alpha1.ResourceMetadata `json:"ackResourceMetadata"`
	// All CRS managed by ACK have a common `Status.Conditions` member that
	// contains a collection of `ackv1alpha1.Condition` objects that describe
	// the various terminal states of the CR and its backend AWS service API
	// resource
	// +kubebuilder:validation:Optional
	Conditions []*ackv1alpha1.Condition `json:"conditions"`
	// The status of the model group.
	// +kubebuilder:validation:Optional
	ModelPackageGroupStatus *string `json:"modelPackageGroupStatus,omitempty"`
}

ModelPackageGroupStatus defines the observed state of ModelPackageGroup

func (*ModelPackageGroupStatus) DeepCopy added in v0.0.3 

func (in *ModelPackageGroupStatus) DeepCopy() *ModelPackageGroupStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelPackageGroupStatus.

func (*ModelPackageGroupStatus) DeepCopyInto added in v0.0.3 

func (in *ModelPackageGroupStatus) DeepCopyInto(out *ModelPackageGroupStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelPackageGroupStatus_SDK added in v0.0.3 

type ModelPackageGroupStatus_SDK string
const (
	ModelPackageGroupStatus_SDK_Pending      ModelPackageGroupStatus_SDK = "Pending"
	ModelPackageGroupStatus_SDK_InProgress   ModelPackageGroupStatus_SDK = "InProgress"
	ModelPackageGroupStatus_SDK_Completed    ModelPackageGroupStatus_SDK = "Completed"
	ModelPackageGroupStatus_SDK_Failed       ModelPackageGroupStatus_SDK = "Failed"
	ModelPackageGroupStatus_SDK_Deleting     ModelPackageGroupStatus_SDK = "Deleting"
	ModelPackageGroupStatus_SDK_DeleteFailed ModelPackageGroupStatus_SDK = "DeleteFailed"
)

type ModelPackageGroupSummary added in v0.0.3 

type ModelPackageGroupSummary struct {
	CreationTime                 *metav1.Time `json:"creationTime,omitempty"`
	ModelPackageGroupARN         *string      `json:"modelPackageGroupARN,omitempty"`
	ModelPackageGroupDescription *string      `json:"modelPackageGroupDescription,omitempty"`
	ModelPackageGroupName        *string      `json:"modelPackageGroupName,omitempty"`
	ModelPackageGroupStatus      *string      `json:"modelPackageGroupStatus,omitempty"`
}

Summary information about a model group.

func (*ModelPackageGroupSummary) DeepCopy added in v0.0.3 

func (in *ModelPackageGroupSummary) DeepCopy() *ModelPackageGroupSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelPackageGroupSummary.

func (*ModelPackageGroupSummary) DeepCopyInto added in v0.0.3 

func (in *ModelPackageGroupSummary) DeepCopyInto(out *ModelPackageGroupSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelPackageGroup_SDK added in v0.0.3 

type ModelPackageGroup_SDK struct {
	// Information about the user who created or modified an experiment, trial,
	// or trial component.
	CreatedBy                    *UserContext `json:"createdBy,omitempty"`
	CreationTime                 *metav1.Time `json:"creationTime,omitempty"`
	ModelPackageGroupARN         *string      `json:"modelPackageGroupARN,omitempty"`
	ModelPackageGroupDescription *string      `json:"modelPackageGroupDescription,omitempty"`
	ModelPackageGroupName        *string      `json:"modelPackageGroupName,omitempty"`
	ModelPackageGroupStatus      *string      `json:"modelPackageGroupStatus,omitempty"`
	Tags                         []*Tag       `json:"tags,omitempty"`
}

A group of versioned models in the model registry.

func (*ModelPackageGroup_SDK) DeepCopy added in v0.0.3 

func (in *ModelPackageGroup_SDK) DeepCopy() *ModelPackageGroup_SDK

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelPackageGroup_SDK.

func (*ModelPackageGroup_SDK) DeepCopyInto added in v0.0.3 

func (in *ModelPackageGroup_SDK) DeepCopyInto(out *ModelPackageGroup_SDK)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelPackageList added in v0.0.3 

type ModelPackageList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty"`
	Items           []ModelPackage `json:"items"`
}

ModelPackageList contains a list of ModelPackage +kubebuilder:object:root=true

func (*ModelPackageList) DeepCopy added in v0.0.3 

func (in *ModelPackageList) DeepCopy() *ModelPackageList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelPackageList.

func (*ModelPackageList) DeepCopyInto added in v0.0.3 

func (in *ModelPackageList) DeepCopyInto(out *ModelPackageList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*ModelPackageList) DeepCopyObject added in v0.0.3 

func (in *ModelPackageList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type ModelPackageSortBy 

type ModelPackageSortBy string
const (
	ModelPackageSortBy_Name         ModelPackageSortBy = "Name"
	ModelPackageSortBy_CreationTime ModelPackageSortBy = "CreationTime"
)

type ModelPackageSpec added in v0.0.3 

type ModelPackageSpec struct {
	// A description for the approval status of the model.
	ApprovalDescription *string `json:"approvalDescription,omitempty"`
	// Whether to certify the model package for listing on AWS Marketplace.
	//
	// This parameter is optional for unversioned models, and does not apply to
	// versioned models.
	CertifyForMarketplace *bool `json:"certifyForMarketplace,omitempty"`
	// A unique token that guarantees that the call to this API is idempotent.
	ClientToken *string `json:"clientToken,omitempty"`
	// Specifies details about inference jobs that can be run with models based
	// on this model package, including the following:
	//
	//    * The Amazon ECR paths of containers that contain the inference code and
	//    model artifacts.
	//
	//    * The instance types that the model package supports for transform jobs
	//    and real-time endpoints used for inference.
	//
	//    * The input and output content formats that the model package supports
	//    for inference.
	InferenceSpecification *InferenceSpecification `json:"inferenceSpecification,omitempty"`

	MetadataProperties *MetadataProperties `json:"metadataProperties,omitempty"`
	// Whether the model is approved for deployment.
	//
	// This parameter is optional for versioned models, and does not apply to unversioned
	// models.
	//
	// For versioned models, the value of this parameter must be set to Approved
	// to deploy the model.
	ModelApprovalStatus *string `json:"modelApprovalStatus,omitempty"`
	// A structure that contains model metrics reports.
	ModelMetrics *ModelMetrics `json:"modelMetrics,omitempty"`
	// A description of the model package.
	ModelPackageDescription *string `json:"modelPackageDescription,omitempty"`
	// The name of the model group that this model version belongs to.
	//
	// This parameter is required for versioned models, and does not apply to unversioned
	// models.
	ModelPackageGroupName *string `json:"modelPackageGroupName,omitempty"`
	// The name of the model package. The name must have 1 to 63 characters. Valid
	// characters are a-z, A-Z, 0-9, and - (hyphen).
	//
	// This parameter is required for unversioned models. It is not applicable to
	// versioned models.
	ModelPackageName *string `json:"modelPackageName,omitempty"`
	// Details about the algorithm that was used to create the model package.
	SourceAlgorithmSpecification *SourceAlgorithmSpecification `json:"sourceAlgorithmSpecification,omitempty"`
	// A list of key value pairs associated with the model. For more information,
	// see Tagging AWS resources (https://docs.aws.amazon.com/general/latest/gr/aws_tagging.html)
	// in the AWS General Reference Guide.
	Tags []*Tag `json:"tags,omitempty"`
	// Specifies configurations for one or more transform jobs that Amazon SageMaker
	// runs to test the model package.
	ValidationSpecification *ModelPackageValidationSpecification `json:"validationSpecification,omitempty"`
}

ModelPackageSpec defines the desired state of ModelPackage.

A versioned model that can be deployed for SageMaker inference.

func (*ModelPackageSpec) DeepCopy added in v0.0.3 

func (in *ModelPackageSpec) DeepCopy() *ModelPackageSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelPackageSpec.

func (*ModelPackageSpec) DeepCopyInto added in v0.0.3 

func (in *ModelPackageSpec) DeepCopyInto(out *ModelPackageSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelPackageStatus 

type ModelPackageStatus struct {
	// All CRs managed by ACK have a common `Status.ACKResourceMetadata` member
	// that is used to contain resource sync state, account ownership,
	// constructed ARN for the resource
	// +kubebuilder:validation:Optional
	ACKResourceMetadata *ackv1alpha1.ResourceMetadata `json:"ackResourceMetadata"`
	// All CRS managed by ACK have a common `Status.Conditions` member that
	// contains a collection of `ackv1alpha1.Condition` objects that describe
	// the various terminal states of the CR and its backend AWS service API
	// resource
	// +kubebuilder:validation:Optional
	Conditions []*ackv1alpha1.Condition `json:"conditions"`
	// A timestamp specifying when the model package was created.
	// +kubebuilder:validation:Optional
	CreationTime *metav1.Time `json:"creationTime,omitempty"`
	// The last time the model package was modified.
	// +kubebuilder:validation:Optional
	LastModifiedTime *metav1.Time `json:"lastModifiedTime,omitempty"`
	// The current status of the model package.
	// +kubebuilder:validation:Optional
	ModelPackageStatus *string `json:"modelPackageStatus,omitempty"`
	// Details about the current status of the model package.
	// +kubebuilder:validation:Optional
	ModelPackageStatusDetails *ModelPackageStatusDetails `json:"modelPackageStatusDetails,omitempty"`
}

ModelPackageStatus defines the observed state of ModelPackage

func (*ModelPackageStatus) DeepCopy added in v0.0.3 

func (in *ModelPackageStatus) DeepCopy() *ModelPackageStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelPackageStatus.

func (*ModelPackageStatus) DeepCopyInto added in v0.0.3 

func (in *ModelPackageStatus) DeepCopyInto(out *ModelPackageStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelPackageStatusDetails added in v0.0.3 

type ModelPackageStatusDetails struct {
	ImageScanStatuses  []*ModelPackageStatusItem `json:"imageScanStatuses,omitempty"`
	ValidationStatuses []*ModelPackageStatusItem `json:"validationStatuses,omitempty"`
}

Specifies the validation and image scan statuses of the model package.

func (*ModelPackageStatusDetails) DeepCopy added in v0.0.3 

func (in *ModelPackageStatusDetails) DeepCopy() *ModelPackageStatusDetails

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelPackageStatusDetails.

func (*ModelPackageStatusDetails) DeepCopyInto added in v0.0.3 

func (in *ModelPackageStatusDetails) DeepCopyInto(out *ModelPackageStatusDetails)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelPackageStatusItem 

type ModelPackageStatusItem struct {
	FailureReason *string `json:"failureReason,omitempty"`
	Name          *string `json:"name,omitempty"`
	Status        *string `json:"status,omitempty"`
}

Represents the overall status of a model package.

func (*ModelPackageStatusItem) DeepCopy 

func (in *ModelPackageStatusItem) DeepCopy() *ModelPackageStatusItem

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelPackageStatusItem.

func (*ModelPackageStatusItem) DeepCopyInto 

func (in *ModelPackageStatusItem) DeepCopyInto(out *ModelPackageStatusItem)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelPackageStatus_SDK added in v0.0.3 

type ModelPackageStatus_SDK string
const (
	ModelPackageStatus_SDK_Pending    ModelPackageStatus_SDK = "Pending"
	ModelPackageStatus_SDK_InProgress ModelPackageStatus_SDK = "InProgress"
	ModelPackageStatus_SDK_Completed  ModelPackageStatus_SDK = "Completed"
	ModelPackageStatus_SDK_Failed     ModelPackageStatus_SDK = "Failed"
	ModelPackageStatus_SDK_Deleting   ModelPackageStatus_SDK = "Deleting"
)

type ModelPackageSummary added in v0.0.3 

type ModelPackageSummary struct {
	CreationTime            *metav1.Time `json:"creationTime,omitempty"`
	ModelApprovalStatus     *string      `json:"modelApprovalStatus,omitempty"`
	ModelPackageARN         *string      `json:"modelPackageARN,omitempty"`
	ModelPackageDescription *string      `json:"modelPackageDescription,omitempty"`
	ModelPackageGroupName   *string      `json:"modelPackageGroupName,omitempty"`
	ModelPackageName        *string      `json:"modelPackageName,omitempty"`
	ModelPackageStatus      *string      `json:"modelPackageStatus,omitempty"`
	ModelPackageVersion     *int64       `json:"modelPackageVersion,omitempty"`
}

Provides summary information about a model package.

func (*ModelPackageSummary) DeepCopy added in v0.0.3 

func (in *ModelPackageSummary) DeepCopy() *ModelPackageSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelPackageSummary.

func (*ModelPackageSummary) DeepCopyInto added in v0.0.3 

func (in *ModelPackageSummary) DeepCopyInto(out *ModelPackageSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelPackageType 

type ModelPackageType string
const (
	ModelPackageType_Versioned   ModelPackageType = "Versioned"
	ModelPackageType_Unversioned ModelPackageType = "Unversioned"
	ModelPackageType_Both        ModelPackageType = "Both"
)

type ModelPackageValidationProfile added in v0.0.3 

type ModelPackageValidationProfile struct {
	ProfileName *string `json:"profileName,omitempty"`
	// Defines the input needed to run a transform job using the inference specification
	// specified in the algorithm.
	TransformJobDefinition *TransformJobDefinition `json:"transformJobDefinition,omitempty"`
}

Contains data, such as the inputs and targeted instance types that are used in the process of validating the model package.

The data provided in the validation profile is made available to your buyers on AWS Marketplace.

func (*ModelPackageValidationProfile) DeepCopy added in v0.0.3 

func (in *ModelPackageValidationProfile) DeepCopy() *ModelPackageValidationProfile

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelPackageValidationProfile.

func (*ModelPackageValidationProfile) DeepCopyInto added in v0.0.3 

func (in *ModelPackageValidationProfile) DeepCopyInto(out *ModelPackageValidationProfile)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelPackageValidationSpecification 

type ModelPackageValidationSpecification struct {
	ValidationProfiles []*ModelPackageValidationProfile `json:"validationProfiles,omitempty"`
	ValidationRole     *string                          `json:"validationRole,omitempty"`
}

Specifies batch transform jobs that Amazon SageMaker runs to validate your model package.

func (*ModelPackageValidationSpecification) DeepCopy 

func (in *ModelPackageValidationSpecification) DeepCopy() *ModelPackageValidationSpecification

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelPackageValidationSpecification.

func (*ModelPackageValidationSpecification) DeepCopyInto 

func (in *ModelPackageValidationSpecification) DeepCopyInto(out *ModelPackageValidationSpecification)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelPackage_SDK added in v0.0.3 

type ModelPackage_SDK struct {
	ApprovalDescription   *string `json:"approvalDescription,omitempty"`
	CertifyForMarketplace *bool   `json:"certifyForMarketplace,omitempty"`
	// Information about the user who created or modified an experiment, trial,
	// or trial component.
	CreatedBy    *UserContext `json:"createdBy,omitempty"`
	CreationTime *metav1.Time `json:"creationTime,omitempty"`
	// Defines how to perform inference generation after a training job is run.
	InferenceSpecification *InferenceSpecification `json:"inferenceSpecification,omitempty"`
	// Information about the user who created or modified an experiment, trial,
	// or trial component.
	LastModifiedBy   *UserContext `json:"lastModifiedBy,omitempty"`
	LastModifiedTime *metav1.Time `json:"lastModifiedTime,omitempty"`
	// Metadata properties of the tracking entity, trial, or trial component.
	MetadataProperties  *MetadataProperties `json:"metadataProperties,omitempty"`
	ModelApprovalStatus *string             `json:"modelApprovalStatus,omitempty"`
	// Contains metrics captured from a model.
	ModelMetrics            *ModelMetrics `json:"modelMetrics,omitempty"`
	ModelPackageARN         *string       `json:"modelPackageARN,omitempty"`
	ModelPackageDescription *string       `json:"modelPackageDescription,omitempty"`
	ModelPackageGroupName   *string       `json:"modelPackageGroupName,omitempty"`
	ModelPackageName        *string       `json:"modelPackageName,omitempty"`
	ModelPackageStatus      *string       `json:"modelPackageStatus,omitempty"`
	// Specifies the validation and image scan statuses of the model package.
	ModelPackageStatusDetails *ModelPackageStatusDetails `json:"modelPackageStatusDetails,omitempty"`
	ModelPackageVersion       *int64                     `json:"modelPackageVersion,omitempty"`
	// A list of algorithms that were used to create a model package.
	SourceAlgorithmSpecification *SourceAlgorithmSpecification `json:"sourceAlgorithmSpecification,omitempty"`
	Tags                         []*Tag                        `json:"tags,omitempty"`
	// Specifies batch transform jobs that Amazon SageMaker runs to validate your
	// model package.
	ValidationSpecification *ModelPackageValidationSpecification `json:"validationSpecification,omitempty"`
}

A versioned model that can be deployed for SageMaker inference.

func (*ModelPackage_SDK) DeepCopy added in v0.0.3 

func (in *ModelPackage_SDK) DeepCopy() *ModelPackage_SDK

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelPackage_SDK.

func (*ModelPackage_SDK) DeepCopyInto added in v0.0.3 

func (in *ModelPackage_SDK) DeepCopyInto(out *ModelPackage_SDK)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelQuality added in v0.0.3 

type ModelQuality struct {
	Constraints *MetricsSource `json:"constraints,omitempty"`
	Statistics  *MetricsSource `json:"statistics,omitempty"`
}

Model quality statistics and constraints.

func (*ModelQuality) DeepCopy added in v0.0.3 

func (in *ModelQuality) DeepCopy() *ModelQuality

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelQuality.

func (*ModelQuality) DeepCopyInto added in v0.0.3 

func (in *ModelQuality) DeepCopyInto(out *ModelQuality)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelQualityAppSpecification 

type ModelQualityAppSpecification struct {
	ContainerArguments              []*string          `json:"containerArguments,omitempty"`
	ContainerEntrypoint             []*string          `json:"containerEntrypoint,omitempty"`
	Environment                     map[string]*string `json:"environment,omitempty"`
	ImageURI                        *string            `json:"imageURI,omitempty"`
	PostAnalyticsProcessorSourceURI *string            `json:"postAnalyticsProcessorSourceURI,omitempty"`
	ProblemType                     *string            `json:"problemType,omitempty"`
	RecordPreprocessorSourceURI     *string            `json:"recordPreprocessorSourceURI,omitempty"`
}

Container image configuration object for the monitoring job.

func (*ModelQualityAppSpecification) DeepCopy 

func (in *ModelQualityAppSpecification) DeepCopy() *ModelQualityAppSpecification

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelQualityAppSpecification.

func (*ModelQualityAppSpecification) DeepCopyInto 

func (in *ModelQualityAppSpecification) DeepCopyInto(out *ModelQualityAppSpecification)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelQualityBaselineConfig 

type ModelQualityBaselineConfig struct {
	BaseliningJobName *string `json:"baseliningJobName,omitempty"`
	// The constraints resource for a monitoring job.
	ConstraintsResource *MonitoringConstraintsResource `json:"constraintsResource,omitempty"`
}

Configuration for monitoring constraints and monitoring statistics. These baseline resources are compared against the results of the current job from the series of jobs scheduled to collect data periodically.

func (*ModelQualityBaselineConfig) DeepCopy 

func (in *ModelQualityBaselineConfig) DeepCopy() *ModelQualityBaselineConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelQualityBaselineConfig.

func (*ModelQualityBaselineConfig) DeepCopyInto 

func (in *ModelQualityBaselineConfig) DeepCopyInto(out *ModelQualityBaselineConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelQualityJobDefinition 

type ModelQualityJobDefinition struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty"`
	Spec              ModelQualityJobDefinitionSpec   `json:"spec,omitempty"`
	Status            ModelQualityJobDefinitionStatus `json:"status,omitempty"`
}

ModelQualityJobDefinition is the Schema for the ModelQualityJobDefinitions API +kubebuilder:object:root=true +kubebuilder:subresource:status

func (*ModelQualityJobDefinition) DeepCopy 

func (in *ModelQualityJobDefinition) DeepCopy() *ModelQualityJobDefinition

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelQualityJobDefinition.

func (*ModelQualityJobDefinition) DeepCopyInto 

func (in *ModelQualityJobDefinition) DeepCopyInto(out *ModelQualityJobDefinition)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*ModelQualityJobDefinition) DeepCopyObject 

func (in *ModelQualityJobDefinition) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type ModelQualityJobDefinitionList 

type ModelQualityJobDefinitionList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty"`
	Items           []ModelQualityJobDefinition `json:"items"`
}

ModelQualityJobDefinitionList contains a list of ModelQualityJobDefinition +kubebuilder:object:root=true

func (*ModelQualityJobDefinitionList) DeepCopy 

func (in *ModelQualityJobDefinitionList) DeepCopy() *ModelQualityJobDefinitionList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelQualityJobDefinitionList.

func (*ModelQualityJobDefinitionList) DeepCopyInto 

func (in *ModelQualityJobDefinitionList) DeepCopyInto(out *ModelQualityJobDefinitionList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*ModelQualityJobDefinitionList) DeepCopyObject 

func (in *ModelQualityJobDefinitionList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type ModelQualityJobDefinitionSpec 

type ModelQualityJobDefinitionSpec struct {
	// The name of the monitoring job definition.
	// +kubebuilder:validation:Required
	JobDefinitionName *string `json:"jobDefinitionName"`

	// +kubebuilder:validation:Required
	JobResources *MonitoringResources `json:"jobResources"`
	// The container that runs the monitoring job.
	// +kubebuilder:validation:Required
	ModelQualityAppSpecification *ModelQualityAppSpecification `json:"modelQualityAppSpecification"`
	// Specifies the constraints and baselines for the monitoring job.
	ModelQualityBaselineConfig *ModelQualityBaselineConfig `json:"modelQualityBaselineConfig,omitempty"`
	// A list of the inputs that are monitored. Currently endpoints are supported.
	// +kubebuilder:validation:Required
	ModelQualityJobInput *ModelQualityJobInput `json:"modelQualityJobInput"`

	// +kubebuilder:validation:Required
	ModelQualityJobOutputConfig *MonitoringOutputConfig `json:"modelQualityJobOutputConfig"`
	// Specifies the network configuration for the monitoring job.
	NetworkConfig *MonitoringNetworkConfig `json:"networkConfig,omitempty"`
	// The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume
	// to perform tasks on your behalf.
	// +kubebuilder:validation:Required
	RoleARN *string `json:"roleARN"`

	StoppingCondition *MonitoringStoppingCondition `json:"stoppingCondition,omitempty"`
	// (Optional) An array of key-value pairs. For more information, see Using Cost
	// Allocation Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-whatURL)
	// in the AWS Billing and Cost Management User Guide.
	Tags []*Tag `json:"tags,omitempty"`
}

ModelQualityJobDefinitionSpec defines the desired state of ModelQualityJobDefinition.

func (*ModelQualityJobDefinitionSpec) DeepCopy 

func (in *ModelQualityJobDefinitionSpec) DeepCopy() *ModelQualityJobDefinitionSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelQualityJobDefinitionSpec.

func (*ModelQualityJobDefinitionSpec) DeepCopyInto 

func (in *ModelQualityJobDefinitionSpec) DeepCopyInto(out *ModelQualityJobDefinitionSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelQualityJobDefinitionStatus 

type ModelQualityJobDefinitionStatus struct {
	// All CRs managed by ACK have a common `Status.ACKResourceMetadata` member
	// that is used to contain resource sync state, account ownership,
	// constructed ARN for the resource
	// +kubebuilder:validation:Optional
	ACKResourceMetadata *ackv1alpha1.ResourceMetadata `json:"ackResourceMetadata"`
	// All CRS managed by ACK have a common `Status.Conditions` member that
	// contains a collection of `ackv1alpha1.Condition` objects that describe
	// the various terminal states of the CR and its backend AWS service API
	// resource
	// +kubebuilder:validation:Optional
	Conditions []*ackv1alpha1.Condition `json:"conditions"`
}

ModelQualityJobDefinitionStatus defines the observed state of ModelQualityJobDefinition

func (*ModelQualityJobDefinitionStatus) DeepCopy 

func (in *ModelQualityJobDefinitionStatus) DeepCopy() *ModelQualityJobDefinitionStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelQualityJobDefinitionStatus.

func (*ModelQualityJobDefinitionStatus) DeepCopyInto 

func (in *ModelQualityJobDefinitionStatus) DeepCopyInto(out *ModelQualityJobDefinitionStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelQualityJobInput 

type ModelQualityJobInput struct {
	// Input object for the endpoint
	EndpointInput *EndpointInput `json:"endpointInput,omitempty"`
	// The ground truth labels for the dataset used for the monitoring job.
	GroundTruthS3Input *MonitoringGroundTruthS3Input `json:"groundTruthS3Input,omitempty"`
}

The input for the model quality monitoring job. Currently endponts are supported for input for model quality monitoring jobs.

func (*ModelQualityJobInput) DeepCopy 

func (in *ModelQualityJobInput) DeepCopy() *ModelQualityJobInput

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelQualityJobInput.

func (*ModelQualityJobInput) DeepCopyInto 

func (in *ModelQualityJobInput) DeepCopyInto(out *ModelQualityJobInput)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelSortKey 

type ModelSortKey string
const (
	ModelSortKey_Name         ModelSortKey = "Name"
	ModelSortKey_CreationTime ModelSortKey = "CreationTime"
)

type ModelSpec 

type ModelSpec struct {
	// Specifies the containers in the inference pipeline.
	Containers []*ContainerDefinition `json:"containers,omitempty"`
	// Isolates the model container. No inbound or outbound network calls can be
	// made to or from the model container.
	EnableNetworkIsolation *bool `json:"enableNetworkIsolation,omitempty"`
	// The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker can
	// assume to access model artifacts and docker image for deployment on ML compute
	// instances or for batch transform jobs. Deploying on ML compute instances
	// is part of model hosting. For more information, see Amazon SageMaker Roles
	// (https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html).
	//
	// To be able to pass this role to Amazon SageMaker, the caller of this API
	// must have the iam:PassRole permission.
	// +kubebuilder:validation:Required
	ExecutionRoleARN *string `json:"executionRoleARN"`
	// Specifies details of how containers in a multi-container endpoint are called.
	InferenceExecutionConfig *InferenceExecutionConfig `json:"inferenceExecutionConfig,omitempty"`
	// The name of the new model.
	// +kubebuilder:validation:Required
	ModelName *string `json:"modelName"`
	// The location of the primary docker image containing inference code, associated
	// artifacts, and custom environment map that the inference code uses when the
	// model is deployed for predictions.
	PrimaryContainer *ContainerDefinition `json:"primaryContainer,omitempty"`
	// An array of key-value pairs. You can use tags to categorize your AWS resources
	// in different ways, for example, by purpose, owner, or environment. For more
	// information, see Tagging AWS Resources (https://docs.aws.amazon.com/general/latest/gr/aws_tagging.html).
	Tags []*Tag `json:"tags,omitempty"`
	// A VpcConfig object that specifies the VPC that you want your model to connect
	// to. Control access to and from your model container by configuring the VPC.
	// VpcConfig is used in hosting services and in batch transform. For more information,
	// see Protect Endpoints by Using an Amazon Virtual Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html)
	// and Protect Data in Batch Transform Jobs by Using an Amazon Virtual Private
	// Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-vpc.html).
	VPCConfig *VPCConfig `json:"vpcConfig,omitempty"`
}

ModelSpec defines the desired state of Model.

func (*ModelSpec) DeepCopy 

func (in *ModelSpec) DeepCopy() *ModelSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelSpec.

func (*ModelSpec) DeepCopyInto 

func (in *ModelSpec) DeepCopyInto(out *ModelSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelStatus 

type ModelStatus struct {
	// All CRs managed by ACK have a common `Status.ACKResourceMetadata` member
	// that is used to contain resource sync state, account ownership,
	// constructed ARN for the resource
	// +kubebuilder:validation:Optional
	ACKResourceMetadata *ackv1alpha1.ResourceMetadata `json:"ackResourceMetadata"`
	// All CRS managed by ACK have a common `Status.Conditions` member that
	// contains a collection of `ackv1alpha1.Condition` objects that describe
	// the various terminal states of the CR and its backend AWS service API
	// resource
	// +kubebuilder:validation:Optional
	Conditions []*ackv1alpha1.Condition `json:"conditions"`
}

ModelStatus defines the observed state of Model

func (*ModelStatus) DeepCopy 

func (in *ModelStatus) DeepCopy() *ModelStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelStatus.

func (*ModelStatus) DeepCopyInto 

func (in *ModelStatus) DeepCopyInto(out *ModelStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelStepMetadata added in v0.3.0 

type ModelStepMetadata struct {
	ARN *string `json:"arn,omitempty"`
}

Metadata for Model steps.

func (*ModelStepMetadata) DeepCopy added in v0.3.0 

func (in *ModelStepMetadata) DeepCopy() *ModelStepMetadata

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelStepMetadata.

func (*ModelStepMetadata) DeepCopyInto added in v0.3.0 

func (in *ModelStepMetadata) DeepCopyInto(out *ModelStepMetadata)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ModelSummary 

type ModelSummary struct {
	CreationTime *metav1.Time `json:"creationTime,omitempty"`
	ModelARN     *string      `json:"modelARN,omitempty"`
	ModelName    *string      `json:"modelName,omitempty"`
}

Provides summary information about a model.

func (*ModelSummary) DeepCopy 

func (in *ModelSummary) DeepCopy() *ModelSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelSummary.

func (*ModelSummary) DeepCopyInto 

func (in *ModelSummary) DeepCopyInto(out *ModelSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type MonitoringAppSpecification 

type MonitoringAppSpecification struct {
	ContainerArguments              []*string `json:"containerArguments,omitempty"`
	ContainerEntrypoint             []*string `json:"containerEntrypoint,omitempty"`
	ImageURI                        *string   `json:"imageURI,omitempty"`
	PostAnalyticsProcessorSourceURI *string   `json:"postAnalyticsProcessorSourceURI,omitempty"`
	RecordPreprocessorSourceURI     *string   `json:"recordPreprocessorSourceURI,omitempty"`
}

Container image configuration object for the monitoring job.

func (*MonitoringAppSpecification) DeepCopy 

func (in *MonitoringAppSpecification) DeepCopy() *MonitoringAppSpecification

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MonitoringAppSpecification.

func (*MonitoringAppSpecification) DeepCopyInto 

func (in *MonitoringAppSpecification) DeepCopyInto(out *MonitoringAppSpecification)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type MonitoringBaselineConfig 

type MonitoringBaselineConfig struct {
	BaseliningJobName *string `json:"baseliningJobName,omitempty"`
	// The constraints resource for a monitoring job.
	ConstraintsResource *MonitoringConstraintsResource `json:"constraintsResource,omitempty"`
	// The statistics resource for a monitoring job.
	StatisticsResource *MonitoringStatisticsResource `json:"statisticsResource,omitempty"`
}

Configuration for monitoring constraints and monitoring statistics. These baseline resources are compared against the results of the current job from the series of jobs scheduled to collect data periodically.

func (*MonitoringBaselineConfig) DeepCopy 

func (in *MonitoringBaselineConfig) DeepCopy() *MonitoringBaselineConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MonitoringBaselineConfig.

func (*MonitoringBaselineConfig) DeepCopyInto 

func (in *MonitoringBaselineConfig) DeepCopyInto(out *MonitoringBaselineConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type MonitoringClusterConfig 

type MonitoringClusterConfig struct {
	InstanceCount  *int64  `json:"instanceCount,omitempty"`
	InstanceType   *string `json:"instanceType,omitempty"`
	VolumeKMSKeyID *string `json:"volumeKMSKeyID,omitempty"`
	VolumeSizeInGB *int64  `json:"volumeSizeInGB,omitempty"`
}

Configuration for the cluster used to run model monitoring jobs.

func (*MonitoringClusterConfig) DeepCopy 

func (in *MonitoringClusterConfig) DeepCopy() *MonitoringClusterConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MonitoringClusterConfig.

func (*MonitoringClusterConfig) DeepCopyInto 

func (in *MonitoringClusterConfig) DeepCopyInto(out *MonitoringClusterConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type MonitoringConstraintsResource 

type MonitoringConstraintsResource struct {
	S3URI *string `json:"s3URI,omitempty"`
}

The constraints resource for a monitoring job.

func (*MonitoringConstraintsResource) DeepCopy 

func (in *MonitoringConstraintsResource) DeepCopy() *MonitoringConstraintsResource

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MonitoringConstraintsResource.

func (*MonitoringConstraintsResource) DeepCopyInto 

func (in *MonitoringConstraintsResource) DeepCopyInto(out *MonitoringConstraintsResource)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type MonitoringExecutionSortKey 

type MonitoringExecutionSortKey string
const (
	MonitoringExecutionSortKey_CreationTime  MonitoringExecutionSortKey = "CreationTime"
	MonitoringExecutionSortKey_ScheduledTime MonitoringExecutionSortKey = "ScheduledTime"
	MonitoringExecutionSortKey_Status        MonitoringExecutionSortKey = "Status"
)

type MonitoringExecutionSummary 

type MonitoringExecutionSummary struct {
	CreationTime                *metav1.Time `json:"creationTime,omitempty"`
	EndpointName                *string      `json:"endpointName,omitempty"`
	FailureReason               *string      `json:"failureReason,omitempty"`
	LastModifiedTime            *metav1.Time `json:"lastModifiedTime,omitempty"`
	MonitoringExecutionStatus   *string      `json:"monitoringExecutionStatus,omitempty"`
	MonitoringJobDefinitionName *string      `json:"monitoringJobDefinitionName,omitempty"`
	MonitoringScheduleName      *string      `json:"monitoringScheduleName,omitempty"`
	MonitoringType              *string      `json:"monitoringType,omitempty"`
	ProcessingJobARN            *string      `json:"processingJobARN,omitempty"`
	ScheduledTime               *metav1.Time `json:"scheduledTime,omitempty"`
}

Summary of information about the last monitoring job to run.

func (*MonitoringExecutionSummary) DeepCopy 

func (in *MonitoringExecutionSummary) DeepCopy() *MonitoringExecutionSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MonitoringExecutionSummary.

func (*MonitoringExecutionSummary) DeepCopyInto 

func (in *MonitoringExecutionSummary) DeepCopyInto(out *MonitoringExecutionSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type MonitoringGroundTruthS3Input 

type MonitoringGroundTruthS3Input struct {
	S3URI *string `json:"s3URI,omitempty"`
}

The ground truth labels for the dataset used for the monitoring job.

func (*MonitoringGroundTruthS3Input) DeepCopy 

func (in *MonitoringGroundTruthS3Input) DeepCopy() *MonitoringGroundTruthS3Input

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MonitoringGroundTruthS3Input.

func (*MonitoringGroundTruthS3Input) DeepCopyInto 

func (in *MonitoringGroundTruthS3Input) DeepCopyInto(out *MonitoringGroundTruthS3Input)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type MonitoringInput 

type MonitoringInput struct {
	// Input object for the endpoint
	EndpointInput *EndpointInput `json:"endpointInput,omitempty"`
}

The inputs for a monitoring job.

func (*MonitoringInput) DeepCopy 

func (in *MonitoringInput) DeepCopy() *MonitoringInput

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MonitoringInput.

func (*MonitoringInput) DeepCopyInto 

func (in *MonitoringInput) DeepCopyInto(out *MonitoringInput)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type MonitoringJobDefinition 

type MonitoringJobDefinition struct {
	// Configuration for monitoring constraints and monitoring statistics. These
	// baseline resources are compared against the results of the current job from
	// the series of jobs scheduled to collect data periodically.
	BaselineConfig *MonitoringBaselineConfig `json:"baselineConfig,omitempty"`
	Environment    map[string]*string        `json:"environment,omitempty"`
	// Container image configuration object for the monitoring job.
	MonitoringAppSpecification *MonitoringAppSpecification `json:"monitoringAppSpecification,omitempty"`
	MonitoringInputs           []*MonitoringInput          `json:"monitoringInputs,omitempty"`
	// The output configuration for monitoring jobs.
	MonitoringOutputConfig *MonitoringOutputConfig `json:"monitoringOutputConfig,omitempty"`
	// Identifies the resources to deploy for a monitoring job.
	MonitoringResources *MonitoringResources `json:"monitoringResources,omitempty"`
	// Networking options for a job, such as network traffic encryption between
	// containers, whether to allow inbound and outbound network calls to and from
	// containers, and the VPC subnets and security groups to use for VPC-enabled
	// jobs.
	NetworkConfig *NetworkConfig `json:"networkConfig,omitempty"`
	RoleARN       *string        `json:"roleARN,omitempty"`
	// A time limit for how long the monitoring job is allowed to run before stopping.
	StoppingCondition *MonitoringStoppingCondition `json:"stoppingCondition,omitempty"`
}

Defines the monitoring job.

func (*MonitoringJobDefinition) DeepCopy 

func (in *MonitoringJobDefinition) DeepCopy() *MonitoringJobDefinition

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MonitoringJobDefinition.

func (*MonitoringJobDefinition) DeepCopyInto 

func (in *MonitoringJobDefinition) DeepCopyInto(out *MonitoringJobDefinition)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type MonitoringJobDefinitionSortKey 

type MonitoringJobDefinitionSortKey string
const (
	MonitoringJobDefinitionSortKey_Name         MonitoringJobDefinitionSortKey = "Name"
	MonitoringJobDefinitionSortKey_CreationTime MonitoringJobDefinitionSortKey = "CreationTime"
)

type MonitoringJobDefinitionSummary 

type MonitoringJobDefinitionSummary struct {
	CreationTime                *metav1.Time `json:"creationTime,omitempty"`
	EndpointName                *string      `json:"endpointName,omitempty"`
	MonitoringJobDefinitionARN  *string      `json:"monitoringJobDefinitionARN,omitempty"`
	MonitoringJobDefinitionName *string      `json:"monitoringJobDefinitionName,omitempty"`
}

Summary information about a monitoring job.

func (*MonitoringJobDefinitionSummary) DeepCopy 

func (in *MonitoringJobDefinitionSummary) DeepCopy() *MonitoringJobDefinitionSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MonitoringJobDefinitionSummary.

func (*MonitoringJobDefinitionSummary) DeepCopyInto 

func (in *MonitoringJobDefinitionSummary) DeepCopyInto(out *MonitoringJobDefinitionSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type MonitoringNetworkConfig 

type MonitoringNetworkConfig struct {
	EnableInterContainerTrafficEncryption *bool `json:"enableInterContainerTrafficEncryption,omitempty"`
	EnableNetworkIsolation                *bool `json:"enableNetworkIsolation,omitempty"`
	// Specifies a VPC that your training jobs and hosted models have access to.
	// Control access to and from your training and model containers by configuring
	// the VPC. For more information, see Protect Endpoints by Using an Amazon Virtual
	// Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html)
	// and Protect Training Jobs by Using an Amazon Virtual Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html).
	VPCConfig *VPCConfig `json:"vpcConfig,omitempty"`
}

The networking configuration for the monitoring job.

func (*MonitoringNetworkConfig) DeepCopy 

func (in *MonitoringNetworkConfig) DeepCopy() *MonitoringNetworkConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MonitoringNetworkConfig.

func (*MonitoringNetworkConfig) DeepCopyInto 

func (in *MonitoringNetworkConfig) DeepCopyInto(out *MonitoringNetworkConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type MonitoringOutput 

type MonitoringOutput struct {
	// Information about where and how you want to store the results of a monitoring
	// job.
	S3Output *MonitoringS3Output `json:"s3Output,omitempty"`
}

The output object for a monitoring job.

func (*MonitoringOutput) DeepCopy 

func (in *MonitoringOutput) DeepCopy() *MonitoringOutput

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MonitoringOutput.

func (*MonitoringOutput) DeepCopyInto 

func (in *MonitoringOutput) DeepCopyInto(out *MonitoringOutput)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type MonitoringOutputConfig 

type MonitoringOutputConfig struct {
	KMSKeyID          *string             `json:"kmsKeyID,omitempty"`
	MonitoringOutputs []*MonitoringOutput `json:"monitoringOutputs,omitempty"`
}

The output configuration for monitoring jobs.

func (*MonitoringOutputConfig) DeepCopy 

func (in *MonitoringOutputConfig) DeepCopy() *MonitoringOutputConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MonitoringOutputConfig.

func (*MonitoringOutputConfig) DeepCopyInto 

func (in *MonitoringOutputConfig) DeepCopyInto(out *MonitoringOutputConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type MonitoringProblemType 

type MonitoringProblemType string
const (
	MonitoringProblemType_BinaryClassification     MonitoringProblemType = "BinaryClassification"
	MonitoringProblemType_MulticlassClassification MonitoringProblemType = "MulticlassClassification"
	MonitoringProblemType_Regression               MonitoringProblemType = "Regression"
)

type MonitoringResources 

type MonitoringResources struct {
	// Configuration for the cluster used to run model monitoring jobs.
	ClusterConfig *MonitoringClusterConfig `json:"clusterConfig,omitempty"`
}

Identifies the resources to deploy for a monitoring job.

func (*MonitoringResources) DeepCopy 

func (in *MonitoringResources) DeepCopy() *MonitoringResources

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MonitoringResources.

func (*MonitoringResources) DeepCopyInto 

func (in *MonitoringResources) DeepCopyInto(out *MonitoringResources)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type MonitoringS3Output 

type MonitoringS3Output struct {
	LocalPath    *string `json:"localPath,omitempty"`
	S3UploadMode *string `json:"s3UploadMode,omitempty"`
	S3URI        *string `json:"s3URI,omitempty"`
}

Information about where and how you want to store the results of a monitoring job.

func (*MonitoringS3Output) DeepCopy 

func (in *MonitoringS3Output) DeepCopy() *MonitoringS3Output

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MonitoringS3Output.

func (*MonitoringS3Output) DeepCopyInto 

func (in *MonitoringS3Output) DeepCopyInto(out *MonitoringS3Output)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type MonitoringSchedule 

type MonitoringSchedule struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty"`
	Spec              MonitoringScheduleSpec   `json:"spec,omitempty"`
	Status            MonitoringScheduleStatus `json:"status,omitempty"`
}

MonitoringSchedule is the Schema for the MonitoringSchedules API +kubebuilder:object:root=true +kubebuilder:subresource:status +kubebuilder:printcolumn:name="FAILURE-REASON",type=string,priority=1,JSONPath=`.status.failureReason` +kubebuilder:printcolumn:name="STATUS",type=string,priority=0,JSONPath=`.status.monitoringScheduleStatus`

func (*MonitoringSchedule) DeepCopy 

func (in *MonitoringSchedule) DeepCopy() *MonitoringSchedule

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MonitoringSchedule.

func (*MonitoringSchedule) DeepCopyInto 

func (in *MonitoringSchedule) DeepCopyInto(out *MonitoringSchedule)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*MonitoringSchedule) DeepCopyObject 

func (in *MonitoringSchedule) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type MonitoringScheduleConfig 

type MonitoringScheduleConfig struct {
	// Defines the monitoring job.
	MonitoringJobDefinition     *MonitoringJobDefinition `json:"monitoringJobDefinition,omitempty"`
	MonitoringJobDefinitionName *string                  `json:"monitoringJobDefinitionName,omitempty"`
	MonitoringType              *string                  `json:"monitoringType,omitempty"`
	// Configuration details about the monitoring schedule.
	ScheduleConfig *ScheduleConfig `json:"scheduleConfig,omitempty"`
}

Configures the monitoring schedule and defines the monitoring job.

func (*MonitoringScheduleConfig) DeepCopy 

func (in *MonitoringScheduleConfig) DeepCopy() *MonitoringScheduleConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MonitoringScheduleConfig.

func (*MonitoringScheduleConfig) DeepCopyInto 

func (in *MonitoringScheduleConfig) DeepCopyInto(out *MonitoringScheduleConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type MonitoringScheduleList 

type MonitoringScheduleList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty"`
	Items           []MonitoringSchedule `json:"items"`
}

MonitoringScheduleList contains a list of MonitoringSchedule +kubebuilder:object:root=true

func (*MonitoringScheduleList) DeepCopy 

func (in *MonitoringScheduleList) DeepCopy() *MonitoringScheduleList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MonitoringScheduleList.

func (*MonitoringScheduleList) DeepCopyInto 

func (in *MonitoringScheduleList) DeepCopyInto(out *MonitoringScheduleList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*MonitoringScheduleList) DeepCopyObject 

func (in *MonitoringScheduleList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type MonitoringScheduleSortKey 

type MonitoringScheduleSortKey string
const (
	MonitoringScheduleSortKey_Name         MonitoringScheduleSortKey = "Name"
	MonitoringScheduleSortKey_CreationTime MonitoringScheduleSortKey = "CreationTime"
	MonitoringScheduleSortKey_Status       MonitoringScheduleSortKey = "Status"
)

type MonitoringScheduleSpec 

type MonitoringScheduleSpec struct {
	// The configuration object that specifies the monitoring schedule and defines
	// the monitoring job.
	// +kubebuilder:validation:Required
	MonitoringScheduleConfig *MonitoringScheduleConfig `json:"monitoringScheduleConfig"`
	// The name of the monitoring schedule. The name must be unique within an AWS
	// Region within an AWS account.
	// +kubebuilder:validation:Required
	MonitoringScheduleName *string `json:"monitoringScheduleName"`
	// (Optional) An array of key-value pairs. For more information, see Using Cost
	// Allocation Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-whatURL)
	// in the AWS Billing and Cost Management User Guide.
	Tags []*Tag `json:"tags,omitempty"`
}

MonitoringScheduleSpec defines the desired state of MonitoringSchedule.

A schedule for a model monitoring job. For information about model monitor, see Amazon SageMaker Model Monitor (https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor.html).

func (*MonitoringScheduleSpec) DeepCopy 

func (in *MonitoringScheduleSpec) DeepCopy() *MonitoringScheduleSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MonitoringScheduleSpec.

func (*MonitoringScheduleSpec) DeepCopyInto 

func (in *MonitoringScheduleSpec) DeepCopyInto(out *MonitoringScheduleSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type MonitoringScheduleStatus 

type MonitoringScheduleStatus struct {
	// All CRs managed by ACK have a common `Status.ACKResourceMetadata` member
	// that is used to contain resource sync state, account ownership,
	// constructed ARN for the resource
	// +kubebuilder:validation:Optional
	ACKResourceMetadata *ackv1alpha1.ResourceMetadata `json:"ackResourceMetadata"`
	// All CRS managed by ACK have a common `Status.Conditions` member that
	// contains a collection of `ackv1alpha1.Condition` objects that describe
	// the various terminal states of the CR and its backend AWS service API
	// resource
	// +kubebuilder:validation:Optional
	Conditions []*ackv1alpha1.Condition `json:"conditions"`
	// The time at which the monitoring job was created.
	// +kubebuilder:validation:Optional
	CreationTime *metav1.Time `json:"creationTime,omitempty"`
	// A string, up to one KB in size, that contains the reason a monitoring job
	// failed, if it failed.
	// +kubebuilder:validation:Optional
	FailureReason *string `json:"failureReason,omitempty"`
	// The time at which the monitoring job was last modified.
	// +kubebuilder:validation:Optional
	LastModifiedTime *metav1.Time `json:"lastModifiedTime,omitempty"`
	// Describes metadata on the last execution to run, if there was one.
	// +kubebuilder:validation:Optional
	LastMonitoringExecutionSummary *MonitoringExecutionSummary `json:"lastMonitoringExecutionSummary,omitempty"`
	// The status of an monitoring job.
	// +kubebuilder:validation:Optional
	MonitoringScheduleStatus *string `json:"monitoringScheduleStatus,omitempty"`
}

MonitoringScheduleStatus defines the observed state of MonitoringSchedule

func (*MonitoringScheduleStatus) DeepCopy 

func (in *MonitoringScheduleStatus) DeepCopy() *MonitoringScheduleStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MonitoringScheduleStatus.

func (*MonitoringScheduleStatus) DeepCopyInto 

func (in *MonitoringScheduleStatus) DeepCopyInto(out *MonitoringScheduleStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type MonitoringScheduleSummary 

type MonitoringScheduleSummary struct {
	CreationTime                *metav1.Time `json:"creationTime,omitempty"`
	EndpointName                *string      `json:"endpointName,omitempty"`
	LastModifiedTime            *metav1.Time `json:"lastModifiedTime,omitempty"`
	MonitoringJobDefinitionName *string      `json:"monitoringJobDefinitionName,omitempty"`
	MonitoringScheduleARN       *string      `json:"monitoringScheduleARN,omitempty"`
	MonitoringScheduleName      *string      `json:"monitoringScheduleName,omitempty"`
	MonitoringScheduleStatus    *string      `json:"monitoringScheduleStatus,omitempty"`
	MonitoringType              *string      `json:"monitoringType,omitempty"`
}

Summarizes the monitoring schedule.

func (*MonitoringScheduleSummary) DeepCopy 

func (in *MonitoringScheduleSummary) DeepCopy() *MonitoringScheduleSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MonitoringScheduleSummary.

func (*MonitoringScheduleSummary) DeepCopyInto 

func (in *MonitoringScheduleSummary) DeepCopyInto(out *MonitoringScheduleSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type MonitoringSchedule_SDK 

type MonitoringSchedule_SDK struct {
	CreationTime     *metav1.Time `json:"creationTime,omitempty"`
	EndpointName     *string      `json:"endpointName,omitempty"`
	FailureReason    *string      `json:"failureReason,omitempty"`
	LastModifiedTime *metav1.Time `json:"lastModifiedTime,omitempty"`
	// Summary of information about the last monitoring job to run.
	LastMonitoringExecutionSummary *MonitoringExecutionSummary `json:"lastMonitoringExecutionSummary,omitempty"`
	MonitoringScheduleARN          *string                     `json:"monitoringScheduleARN,omitempty"`
	// Configures the monitoring schedule and defines the monitoring job.
	MonitoringScheduleConfig *MonitoringScheduleConfig `json:"monitoringScheduleConfig,omitempty"`
	MonitoringScheduleName   *string                   `json:"monitoringScheduleName,omitempty"`
	MonitoringScheduleStatus *string                   `json:"monitoringScheduleStatus,omitempty"`
	MonitoringType           *string                   `json:"monitoringType,omitempty"`
	Tags                     []*Tag                    `json:"tags,omitempty"`
}

A schedule for a model monitoring job. For information about model monitor, see Amazon SageMaker Model Monitor (https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor.html).

func (*MonitoringSchedule_SDK) DeepCopy 

func (in *MonitoringSchedule_SDK) DeepCopy() *MonitoringSchedule_SDK

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MonitoringSchedule_SDK.

func (*MonitoringSchedule_SDK) DeepCopyInto 

func (in *MonitoringSchedule_SDK) DeepCopyInto(out *MonitoringSchedule_SDK)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type MonitoringStatisticsResource 

type MonitoringStatisticsResource struct {
	S3URI *string `json:"s3URI,omitempty"`
}

The statistics resource for a monitoring job.

func (*MonitoringStatisticsResource) DeepCopy 

func (in *MonitoringStatisticsResource) DeepCopy() *MonitoringStatisticsResource

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MonitoringStatisticsResource.

func (*MonitoringStatisticsResource) DeepCopyInto 

func (in *MonitoringStatisticsResource) DeepCopyInto(out *MonitoringStatisticsResource)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type MonitoringStoppingCondition 

type MonitoringStoppingCondition struct {
	MaxRuntimeInSeconds *int64 `json:"maxRuntimeInSeconds,omitempty"`
}

A time limit for how long the monitoring job is allowed to run before stopping.

func (*MonitoringStoppingCondition) DeepCopy 

func (in *MonitoringStoppingCondition) DeepCopy() *MonitoringStoppingCondition

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MonitoringStoppingCondition.

func (*MonitoringStoppingCondition) DeepCopyInto 

func (in *MonitoringStoppingCondition) DeepCopyInto(out *MonitoringStoppingCondition)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type MonitoringType 

type MonitoringType string
const (
	MonitoringType_DataQuality         MonitoringType = "DataQuality"
	MonitoringType_ModelQuality        MonitoringType = "ModelQuality"
	MonitoringType_ModelBias           MonitoringType = "ModelBias"
	MonitoringType_ModelExplainability MonitoringType = "ModelExplainability"
)

type MultiModelConfig 

type MultiModelConfig struct {
	ModelCacheSetting *string `json:"modelCacheSetting,omitempty"`
}

Specifies additional configuration for hosting multi-model endpoints.

func (*MultiModelConfig) DeepCopy 

func (in *MultiModelConfig) DeepCopy() *MultiModelConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MultiModelConfig.

func (*MultiModelConfig) DeepCopyInto 

func (in *MultiModelConfig) DeepCopyInto(out *MultiModelConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type NetworkConfig 

type NetworkConfig struct {
	EnableInterContainerTrafficEncryption *bool `json:"enableInterContainerTrafficEncryption,omitempty"`
	EnableNetworkIsolation                *bool `json:"enableNetworkIsolation,omitempty"`
	// Specifies a VPC that your training jobs and hosted models have access to.
	// Control access to and from your training and model containers by configuring
	// the VPC. For more information, see Protect Endpoints by Using an Amazon Virtual
	// Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html)
	// and Protect Training Jobs by Using an Amazon Virtual Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html).
	VPCConfig *VPCConfig `json:"vpcConfig,omitempty"`
}

Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs.

func (*NetworkConfig) DeepCopy 

func (in *NetworkConfig) DeepCopy() *NetworkConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new NetworkConfig.

func (*NetworkConfig) DeepCopyInto 

func (in *NetworkConfig) DeepCopyInto(out *NetworkConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type NotebookInstance added in v0.0.4 

type NotebookInstance struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty"`
	Spec              NotebookInstanceSpec   `json:"spec,omitempty"`
	Status            NotebookInstanceStatus `json:"status,omitempty"`
}

NotebookInstance is the Schema for the NotebookInstances API +kubebuilder:object:root=true +kubebuilder:subresource:status +kubebuilder:printcolumn:name="FAILURE-REASON",type=string,priority=1,JSONPath=`.status.failureReason` +kubebuilder:printcolumn:name="STATUS",type=string,priority=0,JSONPath=`.status.notebookInstanceStatus`

func (*NotebookInstance) DeepCopy added in v0.0.4 

func (in *NotebookInstance) DeepCopy() *NotebookInstance

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new NotebookInstance.

func (*NotebookInstance) DeepCopyInto added in v0.0.4 

func (in *NotebookInstance) DeepCopyInto(out *NotebookInstance)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*NotebookInstance) DeepCopyObject added in v0.0.4 

func (in *NotebookInstance) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type NotebookInstanceAcceleratorType 

type NotebookInstanceAcceleratorType string
const (
	NotebookInstanceAcceleratorType_ml_eia1_medium NotebookInstanceAcceleratorType = "ml.eia1.medium"
	NotebookInstanceAcceleratorType_ml_eia1_large  NotebookInstanceAcceleratorType = "ml.eia1.large"
	NotebookInstanceAcceleratorType_ml_eia1_xlarge NotebookInstanceAcceleratorType = "ml.eia1.xlarge"
	NotebookInstanceAcceleratorType_ml_eia2_medium NotebookInstanceAcceleratorType = "ml.eia2.medium"
	NotebookInstanceAcceleratorType_ml_eia2_large  NotebookInstanceAcceleratorType = "ml.eia2.large"
	NotebookInstanceAcceleratorType_ml_eia2_xlarge NotebookInstanceAcceleratorType = "ml.eia2.xlarge"
)

type NotebookInstanceLifecycleConfig added in v0.0.4 

type NotebookInstanceLifecycleConfig struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty"`
	Spec              NotebookInstanceLifecycleConfigSpec   `json:"spec,omitempty"`
	Status            NotebookInstanceLifecycleConfigStatus `json:"status,omitempty"`
}

NotebookInstanceLifecycleConfig is the Schema for the NotebookInstanceLifecycleConfigs API +kubebuilder:object:root=true +kubebuilder:subresource:status +kubebuilder:printcolumn:name="CREATION-TIME",type=date,priority=0,JSONPath=`.status.creationTime` +kubebuilder:printcolumn:name="LAST-MODIFIED-TIME",type=date,priority=0,JSONPath=`.status.lastModifiedTime`

func (*NotebookInstanceLifecycleConfig) DeepCopy added in v0.0.4 

func (in *NotebookInstanceLifecycleConfig) DeepCopy() *NotebookInstanceLifecycleConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new NotebookInstanceLifecycleConfig.

func (*NotebookInstanceLifecycleConfig) DeepCopyInto added in v0.0.4 

func (in *NotebookInstanceLifecycleConfig) DeepCopyInto(out *NotebookInstanceLifecycleConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*NotebookInstanceLifecycleConfig) DeepCopyObject added in v0.0.4 

func (in *NotebookInstanceLifecycleConfig) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type NotebookInstanceLifecycleConfigList added in v0.0.4 

type NotebookInstanceLifecycleConfigList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty"`
	Items           []NotebookInstanceLifecycleConfig `json:"items"`
}

NotebookInstanceLifecycleConfigList contains a list of NotebookInstanceLifecycleConfig +kubebuilder:object:root=true

func (*NotebookInstanceLifecycleConfigList) DeepCopy added in v0.0.4 

func (in *NotebookInstanceLifecycleConfigList) DeepCopy() *NotebookInstanceLifecycleConfigList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new NotebookInstanceLifecycleConfigList.

func (*NotebookInstanceLifecycleConfigList) DeepCopyInto added in v0.0.4 

func (in *NotebookInstanceLifecycleConfigList) DeepCopyInto(out *NotebookInstanceLifecycleConfigList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*NotebookInstanceLifecycleConfigList) DeepCopyObject added in v0.0.4 

func (in *NotebookInstanceLifecycleConfigList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type NotebookInstanceLifecycleConfigSortKey 

type NotebookInstanceLifecycleConfigSortKey string
const (
	NotebookInstanceLifecycleConfigSortKey_Name             NotebookInstanceLifecycleConfigSortKey = "Name"
	NotebookInstanceLifecycleConfigSortKey_CreationTime     NotebookInstanceLifecycleConfigSortKey = "CreationTime"
	NotebookInstanceLifecycleConfigSortKey_LastModifiedTime NotebookInstanceLifecycleConfigSortKey = "LastModifiedTime"
)

type NotebookInstanceLifecycleConfigSortOrder 

type NotebookInstanceLifecycleConfigSortOrder string
const (
	NotebookInstanceLifecycleConfigSortOrder_Ascending  NotebookInstanceLifecycleConfigSortOrder = "Ascending"
	NotebookInstanceLifecycleConfigSortOrder_Descending NotebookInstanceLifecycleConfigSortOrder = "Descending"
)

type NotebookInstanceLifecycleConfigSpec added in v0.0.4 

type NotebookInstanceLifecycleConfigSpec struct {
	// The name of the lifecycle configuration.
	// +kubebuilder:validation:Required
	NotebookInstanceLifecycleConfigName *string `json:"notebookInstanceLifecycleConfigName"`
	// A shell script that runs only once, when you create a notebook instance.
	// The shell script must be a base64-encoded string.
	OnCreate []*NotebookInstanceLifecycleHook `json:"onCreate,omitempty"`
	// A shell script that runs every time you start a notebook instance, including
	// when you create the notebook instance. The shell script must be a base64-encoded
	// string.
	OnStart []*NotebookInstanceLifecycleHook `json:"onStart,omitempty"`
}

NotebookInstanceLifecycleConfigSpec defines the desired state of NotebookInstanceLifecycleConfig.

func (*NotebookInstanceLifecycleConfigSpec) DeepCopy added in v0.0.4 

func (in *NotebookInstanceLifecycleConfigSpec) DeepCopy() *NotebookInstanceLifecycleConfigSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new NotebookInstanceLifecycleConfigSpec.

func (*NotebookInstanceLifecycleConfigSpec) DeepCopyInto added in v0.0.4 

func (in *NotebookInstanceLifecycleConfigSpec) DeepCopyInto(out *NotebookInstanceLifecycleConfigSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type NotebookInstanceLifecycleConfigStatus added in v0.0.4 

type NotebookInstanceLifecycleConfigStatus struct {
	// All CRs managed by ACK have a common `Status.ACKResourceMetadata` member
	// that is used to contain resource sync state, account ownership,
	// constructed ARN for the resource
	// +kubebuilder:validation:Optional
	ACKResourceMetadata *ackv1alpha1.ResourceMetadata `json:"ackResourceMetadata"`
	// All CRS managed by ACK have a common `Status.Conditions` member that
	// contains a collection of `ackv1alpha1.Condition` objects that describe
	// the various terminal states of the CR and its backend AWS service API
	// resource
	// +kubebuilder:validation:Optional
	Conditions []*ackv1alpha1.Condition `json:"conditions"`
	// A timestamp that tells when the lifecycle configuration was created.
	// +kubebuilder:validation:Optional
	CreationTime *metav1.Time `json:"creationTime,omitempty"`
	// A timestamp that tells when the lifecycle configuration was last modified.
	// +kubebuilder:validation:Optional
	LastModifiedTime *metav1.Time `json:"lastModifiedTime,omitempty"`
}

NotebookInstanceLifecycleConfigStatus defines the observed state of NotebookInstanceLifecycleConfig

func (*NotebookInstanceLifecycleConfigStatus) DeepCopy added in v0.0.4 

func (in *NotebookInstanceLifecycleConfigStatus) DeepCopy() *NotebookInstanceLifecycleConfigStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new NotebookInstanceLifecycleConfigStatus.

func (*NotebookInstanceLifecycleConfigStatus) DeepCopyInto added in v0.0.4 

func (in *NotebookInstanceLifecycleConfigStatus) DeepCopyInto(out *NotebookInstanceLifecycleConfigStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type NotebookInstanceLifecycleConfigSummary added in v0.0.3 

type NotebookInstanceLifecycleConfigSummary struct {
	CreationTime                        *metav1.Time `json:"creationTime,omitempty"`
	LastModifiedTime                    *metav1.Time `json:"lastModifiedTime,omitempty"`
	NotebookInstanceLifecycleConfigARN  *string      `json:"notebookInstanceLifecycleConfigARN,omitempty"`
	NotebookInstanceLifecycleConfigName *string      `json:"notebookInstanceLifecycleConfigName,omitempty"`
}

Provides a summary of a notebook instance lifecycle configuration.

func (*NotebookInstanceLifecycleConfigSummary) DeepCopy added in v0.0.3 

func (in *NotebookInstanceLifecycleConfigSummary) DeepCopy() *NotebookInstanceLifecycleConfigSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new NotebookInstanceLifecycleConfigSummary.

func (*NotebookInstanceLifecycleConfigSummary) DeepCopyInto added in v0.0.3 

func (in *NotebookInstanceLifecycleConfigSummary) DeepCopyInto(out *NotebookInstanceLifecycleConfigSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type NotebookInstanceLifecycleHook added in v0.0.4 

type NotebookInstanceLifecycleHook struct {
	Content *string `json:"content,omitempty"`
}

Contains the notebook instance lifecycle configuration script.

Each lifecycle configuration script has a limit of 16384 characters.

The value of the $PATH environment variable that is available to both scripts is /sbin:bin:/usr/sbin:/usr/bin.

View CloudWatch Logs for notebook instance lifecycle configurations in log group /aws/sagemaker/NotebookInstances in log stream [notebook-instance-name]/[LifecycleConfigHook].

Lifecycle configuration scripts cannot run for longer than 5 minutes. If a script runs for longer than 5 minutes, it fails and the notebook instance is not created or started.

For information about notebook instance lifestyle configurations, see Step 2.1: (Optional) Customize a Notebook Instance (https://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html).

func (*NotebookInstanceLifecycleHook) DeepCopy added in v0.0.4 

func (in *NotebookInstanceLifecycleHook) DeepCopy() *NotebookInstanceLifecycleHook

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new NotebookInstanceLifecycleHook.

func (*NotebookInstanceLifecycleHook) DeepCopyInto added in v0.0.4 

func (in *NotebookInstanceLifecycleHook) DeepCopyInto(out *NotebookInstanceLifecycleHook)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type NotebookInstanceList added in v0.0.4 

type NotebookInstanceList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty"`
	Items           []NotebookInstance `json:"items"`
}

NotebookInstanceList contains a list of NotebookInstance +kubebuilder:object:root=true

func (*NotebookInstanceList) DeepCopy added in v0.0.4 

func (in *NotebookInstanceList) DeepCopy() *NotebookInstanceList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new NotebookInstanceList.

func (*NotebookInstanceList) DeepCopyInto added in v0.0.4 

func (in *NotebookInstanceList) DeepCopyInto(out *NotebookInstanceList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*NotebookInstanceList) DeepCopyObject added in v0.0.4 

func (in *NotebookInstanceList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type NotebookInstanceSortKey 

type NotebookInstanceSortKey string
const (
	NotebookInstanceSortKey_Name         NotebookInstanceSortKey = "Name"
	NotebookInstanceSortKey_CreationTime NotebookInstanceSortKey = "CreationTime"
	NotebookInstanceSortKey_Status       NotebookInstanceSortKey = "Status"
)

type NotebookInstanceSortOrder 

type NotebookInstanceSortOrder string
const (
	NotebookInstanceSortOrder_Ascending  NotebookInstanceSortOrder = "Ascending"
	NotebookInstanceSortOrder_Descending NotebookInstanceSortOrder = "Descending"
)

type NotebookInstanceSpec added in v0.0.4 

type NotebookInstanceSpec struct {
	// A list of Elastic Inference (EI) instance types to associate with this notebook
	// instance. Currently, only one instance type can be associated with a notebook
	// instance. For more information, see Using Elastic Inference in Amazon SageMaker
	// (https://docs.aws.amazon.com/sagemaker/latest/dg/ei.html).
	AcceleratorTypes []*string `json:"acceleratorTypes,omitempty"`
	// An array of up to three Git repositories to associate with the notebook instance.
	// These can be either the names of Git repositories stored as resources in
	// your account, or the URL of Git repositories in AWS CodeCommit (https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html)
	// or in any other Git repository. These repositories are cloned at the same
	// level as the default repository of your notebook instance. For more information,
	// see Associating Git Repositories with Amazon SageMaker Notebook Instances
	// (https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html).
	AdditionalCodeRepositories []*string `json:"additionalCodeRepositories,omitempty"`
	// A Git repository to associate with the notebook instance as its default code
	// repository. This can be either the name of a Git repository stored as a resource
	// in your account, or the URL of a Git repository in AWS CodeCommit (https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html)
	// or in any other Git repository. When you open a notebook instance, it opens
	// in the directory that contains this repository. For more information, see
	// Associating Git Repositories with Amazon SageMaker Notebook Instances (https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html).
	DefaultCodeRepository *string `json:"defaultCodeRepository,omitempty"`
	// Sets whether Amazon SageMaker provides internet access to the notebook instance.
	// If you set this to Disabled this notebook instance will be able to access
	// resources only in your VPC, and will not be able to connect to Amazon SageMaker
	// training and endpoint services unless your configure a NAT Gateway in your
	// VPC.
	//
	// For more information, see Notebook Instances Are Internet-Enabled by Default
	// (https://docs.aws.amazon.com/sagemaker/latest/dg/appendix-additional-considerations.html#appendix-notebook-and-internet-access).
	// You can set the value of this parameter to Disabled only if you set a value
	// for the SubnetId parameter.
	DirectInternetAccess *string `json:"directInternetAccess,omitempty"`
	// The type of ML compute instance to launch for the notebook instance.
	// +kubebuilder:validation:Required
	InstanceType *string `json:"instanceType"`
	// The Amazon Resource Name (ARN) of a AWS Key Management Service key that Amazon
	// SageMaker uses to encrypt data on the storage volume attached to your notebook
	// instance. The KMS key you provide must be enabled. For information, see Enabling
	// and Disabling Keys (https://docs.aws.amazon.com/kms/latest/developerguide/enabling-keys.html)
	// in the AWS Key Management Service Developer Guide.
	KMSKeyID *string `json:"kmsKeyID,omitempty"`
	// The name of a lifecycle configuration to associate with the notebook instance.
	// For information about lifestyle configurations, see Step 2.1: (Optional)
	// Customize a Notebook Instance (https://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html).
	LifecycleConfigName *string `json:"lifecycleConfigName,omitempty"`
	// The name of the new notebook instance.
	// +kubebuilder:validation:Required
	NotebookInstanceName *string `json:"notebookInstanceName"`
	// When you send any requests to AWS resources from the notebook instance, Amazon
	// SageMaker assumes this role to perform tasks on your behalf. You must grant
	// this role necessary permissions so Amazon SageMaker can perform these tasks.
	// The policy must allow the Amazon SageMaker service principal (sagemaker.amazonaws.com)
	// permissions to assume this role. For more information, see Amazon SageMaker
	// Roles (https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html).
	//
	// To be able to pass this role to Amazon SageMaker, the caller of this API
	// must have the iam:PassRole permission.
	// +kubebuilder:validation:Required
	RoleARN *string `json:"roleARN"`
	// Whether root access is enabled or disabled for users of the notebook instance.
	// The default value is Enabled.
	//
	// Lifecycle configurations need root access to be able to set up a notebook
	// instance. Because of this, lifecycle configurations associated with a notebook
	// instance always run with root access even if you disable root access for
	// users.
	RootAccess *string `json:"rootAccess,omitempty"`
	// The VPC security group IDs, in the form sg-xxxxxxxx. The security groups
	// must be for the same VPC as specified in the subnet.
	SecurityGroupIDs []*string `json:"securityGroupIDs,omitempty"`
	// The ID of the subnet in a VPC to which you would like to have a connectivity
	// from your ML compute instance.
	SubnetID *string `json:"subnetID,omitempty"`
	// An array of key-value pairs. You can use tags to categorize your AWS resources
	// in different ways, for example, by purpose, owner, or environment. For more
	// information, see Tagging AWS Resources (https://docs.aws.amazon.com/general/latest/gr/aws_tagging.html).
	Tags []*Tag `json:"tags,omitempty"`
	// The size, in GB, of the ML storage volume to attach to the notebook instance.
	// The default value is 5 GB.
	VolumeSizeInGB *int64 `json:"volumeSizeInGB,omitempty"`
}

NotebookInstanceSpec defines the desired state of NotebookInstance.

func (*NotebookInstanceSpec) DeepCopy added in v0.0.4 

func (in *NotebookInstanceSpec) DeepCopy() *NotebookInstanceSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new NotebookInstanceSpec.

func (*NotebookInstanceSpec) DeepCopyInto added in v0.0.4 

func (in *NotebookInstanceSpec) DeepCopyInto(out *NotebookInstanceSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type NotebookInstanceStatus 

type NotebookInstanceStatus struct {
	// All CRs managed by ACK have a common `Status.ACKResourceMetadata` member
	// that is used to contain resource sync state, account ownership,
	// constructed ARN for the resource
	// +kubebuilder:validation:Optional
	ACKResourceMetadata *ackv1alpha1.ResourceMetadata `json:"ackResourceMetadata"`
	// All CRS managed by ACK have a common `Status.Conditions` member that
	// contains a collection of `ackv1alpha1.Condition` objects that describe
	// the various terminal states of the CR and its backend AWS service API
	// resource
	// +kubebuilder:validation:Optional
	Conditions []*ackv1alpha1.Condition `json:"conditions"`
	// If status is Failed, the reason it failed.
	// +kubebuilder:validation:Optional
	FailureReason *string `json:"failureReason,omitempty"`
	// The status of the notebook instance.
	// +kubebuilder:validation:Optional
	NotebookInstanceStatus *string `json:"notebookInstanceStatus,omitempty"`
	// The URL that you use to connect to the Jupyter notebook that is running in
	// your notebook instance.
	// +kubebuilder:validation:Optional
	URL *string `json:"url,omitempty"`
	// The URL that you use to connect to the Jupyter notebook that is running in
	// your notebook instance.
	// +kubebuilder:validation:Optional
	StoppedByControllerMetadata *string `json:"stoppedByControllerMetadata,omitempty"`
}

NotebookInstanceStatus defines the observed state of NotebookInstance

func (*NotebookInstanceStatus) DeepCopy added in v0.0.4 

func (in *NotebookInstanceStatus) DeepCopy() *NotebookInstanceStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new NotebookInstanceStatus.

func (*NotebookInstanceStatus) DeepCopyInto added in v0.0.4 

func (in *NotebookInstanceStatus) DeepCopyInto(out *NotebookInstanceStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type NotebookInstanceStatus_SDK added in v0.0.4 

type NotebookInstanceStatus_SDK string
const (
	NotebookInstanceStatus_SDK_Pending   NotebookInstanceStatus_SDK = "Pending"
	NotebookInstanceStatus_SDK_InService NotebookInstanceStatus_SDK = "InService"
	NotebookInstanceStatus_SDK_Stopping  NotebookInstanceStatus_SDK = "Stopping"
	NotebookInstanceStatus_SDK_Stopped   NotebookInstanceStatus_SDK = "Stopped"
	NotebookInstanceStatus_SDK_Failed    NotebookInstanceStatus_SDK = "Failed"
	NotebookInstanceStatus_SDK_Deleting  NotebookInstanceStatus_SDK = "Deleting"
	NotebookInstanceStatus_SDK_Updating  NotebookInstanceStatus_SDK = "Updating"
)

type NotebookInstanceSummary added in v0.0.3 

type NotebookInstanceSummary struct {
	AdditionalCodeRepositories          []*string    `json:"additionalCodeRepositories,omitempty"`
	CreationTime                        *metav1.Time `json:"creationTime,omitempty"`
	DefaultCodeRepository               *string      `json:"defaultCodeRepository,omitempty"`
	InstanceType                        *string      `json:"instanceType,omitempty"`
	LastModifiedTime                    *metav1.Time `json:"lastModifiedTime,omitempty"`
	NotebookInstanceARN                 *string      `json:"notebookInstanceARN,omitempty"`
	NotebookInstanceLifecycleConfigName *string      `json:"notebookInstanceLifecycleConfigName,omitempty"`
	NotebookInstanceName                *string      `json:"notebookInstanceName,omitempty"`
	NotebookInstanceStatus              *string      `json:"notebookInstanceStatus,omitempty"`
	URL                                 *string      `json:"url,omitempty"`
}

Provides summary information for an Amazon SageMaker notebook instance.

func (*NotebookInstanceSummary) DeepCopy added in v0.0.3 

func (in *NotebookInstanceSummary) DeepCopy() *NotebookInstanceSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new NotebookInstanceSummary.

func (*NotebookInstanceSummary) DeepCopyInto added in v0.0.3 

func (in *NotebookInstanceSummary) DeepCopyInto(out *NotebookInstanceSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type NotebookOutputOption 

type NotebookOutputOption string
const (
	NotebookOutputOption_Allowed  NotebookOutputOption = "Allowed"
	NotebookOutputOption_Disabled NotebookOutputOption = "Disabled"
)

type ObjectiveStatus 

type ObjectiveStatus string
const (
	ObjectiveStatus_Succeeded ObjectiveStatus = "Succeeded"
	ObjectiveStatus_Pending   ObjectiveStatus = "Pending"
	ObjectiveStatus_Failed    ObjectiveStatus = "Failed"
)

type ObjectiveStatusCounters 

type ObjectiveStatusCounters struct {
	Failed    *int64 `json:"failed,omitempty"`
	Pending   *int64 `json:"pending,omitempty"`
	Succeeded *int64 `json:"succeeded,omitempty"`
}

Specifies the number of training jobs that this hyperparameter tuning job launched, categorized by the status of their objective metric. The objective metric status shows whether the final objective metric for the training job has been evaluated by the tuning job and used in the hyperparameter tuning process.

func (*ObjectiveStatusCounters) DeepCopy 

func (in *ObjectiveStatusCounters) DeepCopy() *ObjectiveStatusCounters

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ObjectiveStatusCounters.

func (*ObjectiveStatusCounters) DeepCopyInto 

func (in *ObjectiveStatusCounters) DeepCopyInto(out *ObjectiveStatusCounters)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type OfflineStoreConfig 

type OfflineStoreConfig struct {
	// The meta data of the Glue table which serves as data catalog for the OfflineStore.
	DataCatalogConfig        *DataCatalogConfig `json:"dataCatalogConfig,omitempty"`
	DisableGlueTableCreation *bool              `json:"disableGlueTableCreation,omitempty"`
	// The Amazon Simple Storage (Amazon S3) location and and security configuration
	// for OfflineStore.
	S3StorageConfig *S3StorageConfig `json:"s3StorageConfig,omitempty"`
}

The configuration of an OfflineStore.

Provide an OfflineStoreConfig in a request to CreateFeatureGroup to create an OfflineStore.

To encrypt an OfflineStore using at rest data encryption, specify AWS Key Management Service (KMS) key ID, or KMSKeyId, in S3StorageConfig.

func (*OfflineStoreConfig) DeepCopy 

func (in *OfflineStoreConfig) DeepCopy() *OfflineStoreConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new OfflineStoreConfig.

func (*OfflineStoreConfig) DeepCopyInto 

func (in *OfflineStoreConfig) DeepCopyInto(out *OfflineStoreConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type OfflineStoreStatus added in v0.0.3 

type OfflineStoreStatus struct {
	BlockedReason *string `json:"blockedReason,omitempty"`
	Status        *string `json:"status,omitempty"`
}

The status of OfflineStore.

func (*OfflineStoreStatus) DeepCopy added in v0.0.3 

func (in *OfflineStoreStatus) DeepCopy() *OfflineStoreStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new OfflineStoreStatus.

func (*OfflineStoreStatus) DeepCopyInto added in v0.0.3 

func (in *OfflineStoreStatus) DeepCopyInto(out *OfflineStoreStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type OfflineStoreStatusValue 

type OfflineStoreStatusValue string
const (
	OfflineStoreStatusValue_Active   OfflineStoreStatusValue = "Active"
	OfflineStoreStatusValue_Blocked  OfflineStoreStatusValue = "Blocked"
	OfflineStoreStatusValue_Disabled OfflineStoreStatusValue = "Disabled"
)

type OnlineStoreConfig 

type OnlineStoreConfig struct {
	EnableOnlineStore *bool `json:"enableOnlineStore,omitempty"`
	// The security configuration for OnlineStore.
	SecurityConfig *OnlineStoreSecurityConfig `json:"securityConfig,omitempty"`
}

Use this to specify the AWS Key Management Service (KMS) Key ID, or KMSKeyId, for at rest data encryption. You can turn OnlineStore on or off by specifying the EnableOnlineStore flag at General Assembly; the default value is False.

func (*OnlineStoreConfig) DeepCopy 

func (in *OnlineStoreConfig) DeepCopy() *OnlineStoreConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new OnlineStoreConfig.

func (*OnlineStoreConfig) DeepCopyInto 

func (in *OnlineStoreConfig) DeepCopyInto(out *OnlineStoreConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type OnlineStoreSecurityConfig 

type OnlineStoreSecurityConfig struct {
	KMSKeyID *string `json:"kmsKeyID,omitempty"`
}

The security configuration for OnlineStore.

func (*OnlineStoreSecurityConfig) DeepCopy 

func (in *OnlineStoreSecurityConfig) DeepCopy() *OnlineStoreSecurityConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new OnlineStoreSecurityConfig.

func (*OnlineStoreSecurityConfig) DeepCopyInto 

func (in *OnlineStoreSecurityConfig) DeepCopyInto(out *OnlineStoreSecurityConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type Operator 

type Operator string
const (
	Operator_Equals               Operator = "Equals"
	Operator_NotEquals            Operator = "NotEquals"
	Operator_GreaterThan          Operator = "GreaterThan"
	Operator_GreaterThanOrEqualTo Operator = "GreaterThanOrEqualTo"
	Operator_LessThan             Operator = "LessThan"
	Operator_LessThanOrEqualTo    Operator = "LessThanOrEqualTo"
	Operator_Contains             Operator = "Contains"
	Operator_Exists               Operator = "Exists"
	Operator_NotExists            Operator = "NotExists"
	Operator_In                   Operator = "In"
)

type OrderKey 

type OrderKey string
const (
	OrderKey_Ascending  OrderKey = "Ascending"
	OrderKey_Descending OrderKey = "Descending"
)

type OutputConfig 

type OutputConfig struct {
	KMSKeyID         *string `json:"kmsKeyID,omitempty"`
	S3OutputLocation *string `json:"s3OutputLocation,omitempty"`
}

Contains information about the output location for the compiled model and the target device that the model runs on. TargetDevice and TargetPlatform are mutually exclusive, so you need to choose one between the two to specify your target device or platform. If you cannot find your device you want to use from the TargetDevice list, use TargetPlatform to describe the platform of your edge device and CompilerOptions if there are specific settings that are required or recommended to use for particular TargetPlatform.

func (*OutputConfig) DeepCopy 

func (in *OutputConfig) DeepCopy() *OutputConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new OutputConfig.

func (*OutputConfig) DeepCopyInto 

func (in *OutputConfig) DeepCopyInto(out *OutputConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type OutputDataConfig 

type OutputDataConfig struct {
	KMSKeyID     *string `json:"kmsKeyID,omitempty"`
	S3OutputPath *string `json:"s3OutputPath,omitempty"`
}

Provides information about how to store model training results (model artifacts).

func (*OutputDataConfig) DeepCopy 

func (in *OutputDataConfig) DeepCopy() *OutputDataConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new OutputDataConfig.

func (*OutputDataConfig) DeepCopyInto 

func (in *OutputDataConfig) DeepCopyInto(out *OutputDataConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type Parameter added in v0.3.0 

type Parameter struct {
	Value *string `json:"value,omitempty"`
}

Assigns a value to a named Pipeline parameter.

func (*Parameter) DeepCopy added in v0.3.0 

func (in *Parameter) DeepCopy() *Parameter

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Parameter.

func (*Parameter) DeepCopyInto added in v0.3.0 

func (in *Parameter) DeepCopyInto(out *Parameter)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ParameterRanges 

type ParameterRanges struct {
	CategoricalParameterRanges []*CategoricalParameterRange `json:"categoricalParameterRanges,omitempty"`
	ContinuousParameterRanges  []*ContinuousParameterRange  `json:"continuousParameterRanges,omitempty"`
	IntegerParameterRanges     []*IntegerParameterRange     `json:"integerParameterRanges,omitempty"`
}

Specifies ranges of integer, continuous, and categorical hyperparameters that a hyperparameter tuning job searches. The hyperparameter tuning job launches training jobs with hyperparameter values within these ranges to find the combination of values that result in the training job with the best performance as measured by the objective metric of the hyperparameter tuning job.

You can specify a maximum of 20 hyperparameters that a hyperparameter tuning job can search over. Every possible value of a categorical parameter range counts against this limit.

func (*ParameterRanges) DeepCopy 

func (in *ParameterRanges) DeepCopy() *ParameterRanges

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ParameterRanges.

func (*ParameterRanges) DeepCopyInto 

func (in *ParameterRanges) DeepCopyInto(out *ParameterRanges)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ParameterType 

type ParameterType string
const (
	ParameterType_Integer     ParameterType = "Integer"
	ParameterType_Continuous  ParameterType = "Continuous"
	ParameterType_Categorical ParameterType = "Categorical"
	ParameterType_FreeText    ParameterType = "FreeText"
)

type Parent 

type Parent struct {
	ExperimentName *string `json:"experimentName,omitempty"`
	TrialName      *string `json:"trialName,omitempty"`
}

The trial that a trial component is associated with and the experiment the trial is part of. A component might not be associated with a trial. A component can be associated with multiple trials.

func (*Parent) DeepCopy 

func (in *Parent) DeepCopy() *Parent

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Parent.

func (*Parent) DeepCopyInto 

func (in *Parent) DeepCopyInto(out *Parent)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ParentHyperParameterTuningJob 

type ParentHyperParameterTuningJob struct {
	HyperParameterTuningJobName *string `json:"hyperParameterTuningJobName,omitempty"`
}

A previously completed or stopped hyperparameter tuning job to be used as a starting point for a new hyperparameter tuning job.

func (*ParentHyperParameterTuningJob) DeepCopy 

func (in *ParentHyperParameterTuningJob) DeepCopy() *ParentHyperParameterTuningJob

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ParentHyperParameterTuningJob.

func (*ParentHyperParameterTuningJob) DeepCopyInto 

func (in *ParentHyperParameterTuningJob) DeepCopyInto(out *ParentHyperParameterTuningJob)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type Pipeline 

type Pipeline struct {
	// Information about the user who created or modified an experiment, trial,
	// or trial component.
	CreatedBy    *UserContext `json:"createdBy,omitempty"`
	CreationTime *metav1.Time `json:"creationTime,omitempty"`
	// Information about the user who created or modified an experiment, trial,
	// or trial component.
	LastModifiedBy   *UserContext `json:"lastModifiedBy,omitempty"`
	LastModifiedTime *metav1.Time `json:"lastModifiedTime,omitempty"`
	LastRunTime      *metav1.Time `json:"lastRunTime,omitempty"`
	RoleARN          *string      `json:"roleARN,omitempty"`
	Tags             []*Tag       `json:"tags,omitempty"`
}

A SageMaker Model Building Pipeline instance.

func (*Pipeline) DeepCopy 

func (in *Pipeline) DeepCopy() *Pipeline

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Pipeline.

func (*Pipeline) DeepCopyInto 

func (in *Pipeline) DeepCopyInto(out *Pipeline)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type PipelineExecution 

type PipelineExecution struct {
	// Information about the user who created or modified an experiment, trial,
	// or trial component.
	CreatedBy    *UserContext `json:"createdBy,omitempty"`
	CreationTime *metav1.Time `json:"creationTime,omitempty"`
	// Information about the user who created or modified an experiment, trial,
	// or trial component.
	LastModifiedBy   *UserContext `json:"lastModifiedBy,omitempty"`
	LastModifiedTime *metav1.Time `json:"lastModifiedTime,omitempty"`
}

An execution of a pipeline.

func (*PipelineExecution) DeepCopy 

func (in *PipelineExecution) DeepCopy() *PipelineExecution

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new PipelineExecution.

func (*PipelineExecution) DeepCopyInto 

func (in *PipelineExecution) DeepCopyInto(out *PipelineExecution)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type PipelineExecutionStatus 

type PipelineExecutionStatus string
const (
	PipelineExecutionStatus_Executing PipelineExecutionStatus = "Executing"
	PipelineExecutionStatus_Stopping  PipelineExecutionStatus = "Stopping"
	PipelineExecutionStatus_Stopped   PipelineExecutionStatus = "Stopped"
	PipelineExecutionStatus_Failed    PipelineExecutionStatus = "Failed"
	PipelineExecutionStatus_Succeeded PipelineExecutionStatus = "Succeeded"
)

type PipelineExecutionStep 

type PipelineExecutionStep struct {
	EndTime       *metav1.Time `json:"endTime,omitempty"`
	FailureReason *string      `json:"failureReason,omitempty"`
	StartTime     *metav1.Time `json:"startTime,omitempty"`
}

An execution of a step in a pipeline.

func (*PipelineExecutionStep) DeepCopy 

func (in *PipelineExecutionStep) DeepCopy() *PipelineExecutionStep

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new PipelineExecutionStep.

func (*PipelineExecutionStep) DeepCopyInto 

func (in *PipelineExecutionStep) DeepCopyInto(out *PipelineExecutionStep)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type PipelineExecutionSummary 

type PipelineExecutionSummary struct {
	StartTime *metav1.Time `json:"startTime,omitempty"`
}

A pipeline execution summary.

func (*PipelineExecutionSummary) DeepCopy 

func (in *PipelineExecutionSummary) DeepCopy() *PipelineExecutionSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new PipelineExecutionSummary.

func (*PipelineExecutionSummary) DeepCopyInto 

func (in *PipelineExecutionSummary) DeepCopyInto(out *PipelineExecutionSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type PipelineStatus 

type PipelineStatus string
const (
	PipelineStatus_Active PipelineStatus = "Active"
)

type PipelineSummary 

type PipelineSummary struct {
	CreationTime      *metav1.Time `json:"creationTime,omitempty"`
	LastExecutionTime *metav1.Time `json:"lastExecutionTime,omitempty"`
	LastModifiedTime  *metav1.Time `json:"lastModifiedTime,omitempty"`
	RoleARN           *string      `json:"roleARN,omitempty"`
}

A summary of a pipeline.

func (*PipelineSummary) DeepCopy 

func (in *PipelineSummary) DeepCopy() *PipelineSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new PipelineSummary.

func (*PipelineSummary) DeepCopyInto 

func (in *PipelineSummary) DeepCopyInto(out *PipelineSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ProblemType 

type ProblemType string
const (
	ProblemType_BinaryClassification     ProblemType = "BinaryClassification"
	ProblemType_MulticlassClassification ProblemType = "MulticlassClassification"
	ProblemType_Regression               ProblemType = "Regression"
)

type ProcessingClusterConfig 

type ProcessingClusterConfig struct {
	InstanceCount  *int64  `json:"instanceCount,omitempty"`
	InstanceType   *string `json:"instanceType,omitempty"`
	VolumeKMSKeyID *string `json:"volumeKMSKeyID,omitempty"`
	VolumeSizeInGB *int64  `json:"volumeSizeInGB,omitempty"`
}

Configuration for the cluster used to run a processing job.

func (*ProcessingClusterConfig) DeepCopy 

func (in *ProcessingClusterConfig) DeepCopy() *ProcessingClusterConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ProcessingClusterConfig.

func (*ProcessingClusterConfig) DeepCopyInto 

func (in *ProcessingClusterConfig) DeepCopyInto(out *ProcessingClusterConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ProcessingFeatureStoreOutput 

type ProcessingFeatureStoreOutput struct {
	FeatureGroupName *string `json:"featureGroupName,omitempty"`
}

Configuration for processing job outputs in Amazon SageMaker Feature Store.

func (*ProcessingFeatureStoreOutput) DeepCopy 

func (in *ProcessingFeatureStoreOutput) DeepCopy() *ProcessingFeatureStoreOutput

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ProcessingFeatureStoreOutput.

func (*ProcessingFeatureStoreOutput) DeepCopyInto 

func (in *ProcessingFeatureStoreOutput) DeepCopyInto(out *ProcessingFeatureStoreOutput)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ProcessingInput 

type ProcessingInput struct {
	AppManaged *bool `json:"appManaged,omitempty"`
	// Configuration for Dataset Definition inputs. The Dataset Definition input
	// must specify exactly one of either AthenaDatasetDefinition or RedshiftDatasetDefinition
	// types.
	DatasetDefinition *DatasetDefinition `json:"datasetDefinition,omitempty"`
	InputName         *string            `json:"inputName,omitempty"`
	// Configuration for downloading input data from Amazon S3 into the processing
	// container.
	S3Input *ProcessingS3Input `json:"s3Input,omitempty"`
}

The inputs for a processing job. The processing input must specify exactly one of either S3Input or DatasetDefinition types.

func (*ProcessingInput) DeepCopy 

func (in *ProcessingInput) DeepCopy() *ProcessingInput

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ProcessingInput.

func (*ProcessingInput) DeepCopyInto 

func (in *ProcessingInput) DeepCopyInto(out *ProcessingInput)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ProcessingInstanceType 

type ProcessingInstanceType string
const (
	ProcessingInstanceType_ml_t3_medium   ProcessingInstanceType = "ml.t3.medium"
	ProcessingInstanceType_ml_t3_large    ProcessingInstanceType = "ml.t3.large"
	ProcessingInstanceType_ml_t3_xlarge   ProcessingInstanceType = "ml.t3.xlarge"
	ProcessingInstanceType_ml_t3_2xlarge  ProcessingInstanceType = "ml.t3.2xlarge"
	ProcessingInstanceType_ml_m4_xlarge   ProcessingInstanceType = "ml.m4.xlarge"
	ProcessingInstanceType_ml_m4_2xlarge  ProcessingInstanceType = "ml.m4.2xlarge"
	ProcessingInstanceType_ml_m4_4xlarge  ProcessingInstanceType = "ml.m4.4xlarge"
	ProcessingInstanceType_ml_m4_10xlarge ProcessingInstanceType = "ml.m4.10xlarge"
	ProcessingInstanceType_ml_m4_16xlarge ProcessingInstanceType = "ml.m4.16xlarge"
	ProcessingInstanceType_ml_c4_xlarge   ProcessingInstanceType = "ml.c4.xlarge"
	ProcessingInstanceType_ml_c4_2xlarge  ProcessingInstanceType = "ml.c4.2xlarge"
	ProcessingInstanceType_ml_c4_4xlarge  ProcessingInstanceType = "ml.c4.4xlarge"
	ProcessingInstanceType_ml_c4_8xlarge  ProcessingInstanceType = "ml.c4.8xlarge"
	ProcessingInstanceType_ml_p2_xlarge   ProcessingInstanceType = "ml.p2.xlarge"
	ProcessingInstanceType_ml_p2_8xlarge  ProcessingInstanceType = "ml.p2.8xlarge"
	ProcessingInstanceType_ml_p2_16xlarge ProcessingInstanceType = "ml.p2.16xlarge"
	ProcessingInstanceType_ml_p3_2xlarge  ProcessingInstanceType = "ml.p3.2xlarge"
	ProcessingInstanceType_ml_p3_8xlarge  ProcessingInstanceType = "ml.p3.8xlarge"
	ProcessingInstanceType_ml_p3_16xlarge ProcessingInstanceType = "ml.p3.16xlarge"
	ProcessingInstanceType_ml_c5_xlarge   ProcessingInstanceType = "ml.c5.xlarge"
	ProcessingInstanceType_ml_c5_2xlarge  ProcessingInstanceType = "ml.c5.2xlarge"
	ProcessingInstanceType_ml_c5_4xlarge  ProcessingInstanceType = "ml.c5.4xlarge"
	ProcessingInstanceType_ml_c5_9xlarge  ProcessingInstanceType = "ml.c5.9xlarge"
	ProcessingInstanceType_ml_c5_18xlarge ProcessingInstanceType = "ml.c5.18xlarge"
	ProcessingInstanceType_ml_m5_large    ProcessingInstanceType = "ml.m5.large"
	ProcessingInstanceType_ml_m5_xlarge   ProcessingInstanceType = "ml.m5.xlarge"
	ProcessingInstanceType_ml_m5_2xlarge  ProcessingInstanceType = "ml.m5.2xlarge"
	ProcessingInstanceType_ml_m5_4xlarge  ProcessingInstanceType = "ml.m5.4xlarge"
	ProcessingInstanceType_ml_m5_12xlarge ProcessingInstanceType = "ml.m5.12xlarge"
	ProcessingInstanceType_ml_m5_24xlarge ProcessingInstanceType = "ml.m5.24xlarge"
	ProcessingInstanceType_ml_r5_large    ProcessingInstanceType = "ml.r5.large"
	ProcessingInstanceType_ml_r5_xlarge   ProcessingInstanceType = "ml.r5.xlarge"
	ProcessingInstanceType_ml_r5_2xlarge  ProcessingInstanceType = "ml.r5.2xlarge"
	ProcessingInstanceType_ml_r5_4xlarge  ProcessingInstanceType = "ml.r5.4xlarge"
	ProcessingInstanceType_ml_r5_8xlarge  ProcessingInstanceType = "ml.r5.8xlarge"
	ProcessingInstanceType_ml_r5_12xlarge ProcessingInstanceType = "ml.r5.12xlarge"
	ProcessingInstanceType_ml_r5_16xlarge ProcessingInstanceType = "ml.r5.16xlarge"
	ProcessingInstanceType_ml_r5_24xlarge ProcessingInstanceType = "ml.r5.24xlarge"
)

type ProcessingJob 

type ProcessingJob struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty"`
	Spec              ProcessingJobSpec   `json:"spec,omitempty"`
	Status            ProcessingJobStatus `json:"status,omitempty"`
}

ProcessingJob is the Schema for the ProcessingJobs API +kubebuilder:object:root=true +kubebuilder:subresource:status +kubebuilder:printcolumn:name="FAILURE-REASON",type=string,priority=1,JSONPath=`.status.failureReason` +kubebuilder:printcolumn:name="STATUS",type=string,priority=0,JSONPath=`.status.processingJobStatus`

func (*ProcessingJob) DeepCopy 

func (in *ProcessingJob) DeepCopy() *ProcessingJob

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ProcessingJob.

func (*ProcessingJob) DeepCopyInto 

func (in *ProcessingJob) DeepCopyInto(out *ProcessingJob)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*ProcessingJob) DeepCopyObject 

func (in *ProcessingJob) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type ProcessingJobList 

type ProcessingJobList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty"`
	Items           []ProcessingJob `json:"items"`
}

ProcessingJobList contains a list of ProcessingJob +kubebuilder:object:root=true

func (*ProcessingJobList) DeepCopy 

func (in *ProcessingJobList) DeepCopy() *ProcessingJobList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ProcessingJobList.

func (*ProcessingJobList) DeepCopyInto 

func (in *ProcessingJobList) DeepCopyInto(out *ProcessingJobList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*ProcessingJobList) DeepCopyObject 

func (in *ProcessingJobList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type ProcessingJobSpec 

type ProcessingJobSpec struct {
	// Configures the processing job to run a specified Docker container image.
	// +kubebuilder:validation:Required
	AppSpecification *AppSpecification `json:"appSpecification"`
	// The environment variables to set in the Docker container. Up to 100 key and
	// values entries in the map are supported.
	Environment map[string]*string `json:"environment,omitempty"`

	ExperimentConfig *ExperimentConfig `json:"experimentConfig,omitempty"`
	// Networking options for a processing job, such as whether to allow inbound
	// and outbound network calls to and from processing containers, and the VPC
	// subnets and security groups to use for VPC-enabled processing jobs.
	NetworkConfig *NetworkConfig `json:"networkConfig,omitempty"`
	// An array of inputs configuring the data to download into the processing container.
	ProcessingInputs []*ProcessingInput `json:"processingInputs,omitempty"`
	// The name of the processing job. The name must be unique within an AWS Region
	// in the AWS account.
	// +kubebuilder:validation:Required
	ProcessingJobName *string `json:"processingJobName"`
	// Output configuration for the processing job.
	ProcessingOutputConfig *ProcessingOutputConfig `json:"processingOutputConfig,omitempty"`
	// Identifies the resources, ML compute instances, and ML storage volumes to
	// deploy for a processing job. In distributed training, you specify more than
	// one instance.
	// +kubebuilder:validation:Required
	ProcessingResources *ProcessingResources `json:"processingResources"`
	// The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume
	// to perform tasks on your behalf.
	// +kubebuilder:validation:Required
	RoleARN *string `json:"roleARN"`
	// The time limit for how long the processing job is allowed to run.
	StoppingCondition *ProcessingStoppingCondition `json:"stoppingCondition,omitempty"`
	// (Optional) An array of key-value pairs. For more information, see Using Cost
	// Allocation Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-whatURL)
	// in the AWS Billing and Cost Management User Guide.
	Tags []*Tag `json:"tags,omitempty"`
}

ProcessingJobSpec defines the desired state of ProcessingJob.

An Amazon SageMaker processing job that is used to analyze data and evaluate models. For more information, see Process Data and Evaluate Models (https://docs.aws.amazon.com/sagemaker/latest/dg/processing-job.html).

func (*ProcessingJobSpec) DeepCopy 

func (in *ProcessingJobSpec) DeepCopy() *ProcessingJobSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ProcessingJobSpec.

func (*ProcessingJobSpec) DeepCopyInto 

func (in *ProcessingJobSpec) DeepCopyInto(out *ProcessingJobSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ProcessingJobStatus 

type ProcessingJobStatus struct {
	// All CRs managed by ACK have a common `Status.ACKResourceMetadata` member
	// that is used to contain resource sync state, account ownership,
	// constructed ARN for the resource
	// +kubebuilder:validation:Optional
	ACKResourceMetadata *ackv1alpha1.ResourceMetadata `json:"ackResourceMetadata"`
	// All CRS managed by ACK have a common `Status.Conditions` member that
	// contains a collection of `ackv1alpha1.Condition` objects that describe
	// the various terminal states of the CR and its backend AWS service API
	// resource
	// +kubebuilder:validation:Optional
	Conditions []*ackv1alpha1.Condition `json:"conditions"`
	// A string, up to one KB in size, that contains the reason a processing job
	// failed, if it failed.
	// +kubebuilder:validation:Optional
	FailureReason *string `json:"failureReason,omitempty"`
	// Provides the status of a processing job.
	// +kubebuilder:validation:Optional
	ProcessingJobStatus *string `json:"processingJobStatus,omitempty"`
}

ProcessingJobStatus defines the observed state of ProcessingJob

func (*ProcessingJobStatus) DeepCopy 

func (in *ProcessingJobStatus) DeepCopy() *ProcessingJobStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ProcessingJobStatus.

func (*ProcessingJobStatus) DeepCopyInto 

func (in *ProcessingJobStatus) DeepCopyInto(out *ProcessingJobStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ProcessingJobStatus_SDK 

type ProcessingJobStatus_SDK string
const (
	ProcessingJobStatus_SDK_InProgress ProcessingJobStatus_SDK = "InProgress"
	ProcessingJobStatus_SDK_Completed  ProcessingJobStatus_SDK = "Completed"
	ProcessingJobStatus_SDK_Failed     ProcessingJobStatus_SDK = "Failed"
	ProcessingJobStatus_SDK_Stopping   ProcessingJobStatus_SDK = "Stopping"
	ProcessingJobStatus_SDK_Stopped    ProcessingJobStatus_SDK = "Stopped"
)

type ProcessingJobStepMetadata 

type ProcessingJobStepMetadata struct {
	ARN *string `json:"arn,omitempty"`
}

Metadata for a processing job step.

func (*ProcessingJobStepMetadata) DeepCopy 

func (in *ProcessingJobStepMetadata) DeepCopy() *ProcessingJobStepMetadata

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ProcessingJobStepMetadata.

func (*ProcessingJobStepMetadata) DeepCopyInto 

func (in *ProcessingJobStepMetadata) DeepCopyInto(out *ProcessingJobStepMetadata)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ProcessingJobSummary 

type ProcessingJobSummary struct {
	CreationTime        *metav1.Time `json:"creationTime,omitempty"`
	ExitMessage         *string      `json:"exitMessage,omitempty"`
	FailureReason       *string      `json:"failureReason,omitempty"`
	LastModifiedTime    *metav1.Time `json:"lastModifiedTime,omitempty"`
	ProcessingEndTime   *metav1.Time `json:"processingEndTime,omitempty"`
	ProcessingJobARN    *string      `json:"processingJobARN,omitempty"`
	ProcessingJobName   *string      `json:"processingJobName,omitempty"`
	ProcessingJobStatus *string      `json:"processingJobStatus,omitempty"`
}

Summary of information about a processing job.

func (*ProcessingJobSummary) DeepCopy 

func (in *ProcessingJobSummary) DeepCopy() *ProcessingJobSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ProcessingJobSummary.

func (*ProcessingJobSummary) DeepCopyInto 

func (in *ProcessingJobSummary) DeepCopyInto(out *ProcessingJobSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ProcessingJob_SDK 

type ProcessingJob_SDK struct {
	// Configuration to run a processing job in a specified container image.
	AppSpecification *AppSpecification  `json:"appSpecification,omitempty"`
	AutoMLJobARN     *string            `json:"autoMLJobARN,omitempty"`
	CreationTime     *metav1.Time       `json:"creationTime,omitempty"`
	Environment      map[string]*string `json:"environment,omitempty"`
	ExitMessage      *string            `json:"exitMessage,omitempty"`
	// Associates a SageMaker job as a trial component with an experiment and trial.
	// Specified when you call the following APIs:
	//
	//    * CreateProcessingJob
	//
	//    * CreateTrainingJob
	//
	//    * CreateTransformJob
	ExperimentConfig      *ExperimentConfig `json:"experimentConfig,omitempty"`
	FailureReason         *string           `json:"failureReason,omitempty"`
	LastModifiedTime      *metav1.Time      `json:"lastModifiedTime,omitempty"`
	MonitoringScheduleARN *string           `json:"monitoringScheduleARN,omitempty"`
	// Networking options for a job, such as network traffic encryption between
	// containers, whether to allow inbound and outbound network calls to and from
	// containers, and the VPC subnets and security groups to use for VPC-enabled
	// jobs.
	NetworkConfig       *NetworkConfig     `json:"networkConfig,omitempty"`
	ProcessingEndTime   *metav1.Time       `json:"processingEndTime,omitempty"`
	ProcessingInputs    []*ProcessingInput `json:"processingInputs,omitempty"`
	ProcessingJobARN    *string            `json:"processingJobARN,omitempty"`
	ProcessingJobName   *string            `json:"processingJobName,omitempty"`
	ProcessingJobStatus *string            `json:"processingJobStatus,omitempty"`
	// Configuration for uploading output from the processing container.
	ProcessingOutputConfig *ProcessingOutputConfig `json:"processingOutputConfig,omitempty"`
	// Identifies the resources, ML compute instances, and ML storage volumes to
	// deploy for a processing job. In distributed training, you specify more than
	// one instance.
	ProcessingResources *ProcessingResources `json:"processingResources,omitempty"`
	ProcessingStartTime *metav1.Time         `json:"processingStartTime,omitempty"`
	RoleARN             *string              `json:"roleARN,omitempty"`
	// Configures conditions under which the processing job should be stopped, such
	// as how long the processing job has been running. After the condition is met,
	// the processing job is stopped.
	StoppingCondition *ProcessingStoppingCondition `json:"stoppingCondition,omitempty"`
	Tags              []*Tag                       `json:"tags,omitempty"`
	TrainingJobARN    *string                      `json:"trainingJobARN,omitempty"`
}

An Amazon SageMaker processing job that is used to analyze data and evaluate models. For more information, see Process Data and Evaluate Models (https://docs.aws.amazon.com/sagemaker/latest/dg/processing-job.html).

func (*ProcessingJob_SDK) DeepCopy 

func (in *ProcessingJob_SDK) DeepCopy() *ProcessingJob_SDK

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ProcessingJob_SDK.

func (*ProcessingJob_SDK) DeepCopyInto 

func (in *ProcessingJob_SDK) DeepCopyInto(out *ProcessingJob_SDK)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ProcessingOutput 

type ProcessingOutput struct {
	AppManaged *bool `json:"appManaged,omitempty"`
	// Configuration for processing job outputs in Amazon SageMaker Feature Store.
	FeatureStoreOutput *ProcessingFeatureStoreOutput `json:"featureStoreOutput,omitempty"`
	OutputName         *string                       `json:"outputName,omitempty"`
	// Configuration for uploading output data to Amazon S3 from the processing
	// container.
	S3Output *ProcessingS3Output `json:"s3Output,omitempty"`
}

Describes the results of a processing job. The processing output must specify exactly one of either S3Output or FeatureStoreOutput types.

func (*ProcessingOutput) DeepCopy 

func (in *ProcessingOutput) DeepCopy() *ProcessingOutput

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ProcessingOutput.

func (*ProcessingOutput) DeepCopyInto 

func (in *ProcessingOutput) DeepCopyInto(out *ProcessingOutput)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ProcessingOutputConfig 

type ProcessingOutputConfig struct {
	KMSKeyID *string             `json:"kmsKeyID,omitempty"`
	Outputs  []*ProcessingOutput `json:"outputs,omitempty"`
}

Configuration for uploading output from the processing container.

func (*ProcessingOutputConfig) DeepCopy 

func (in *ProcessingOutputConfig) DeepCopy() *ProcessingOutputConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ProcessingOutputConfig.

func (*ProcessingOutputConfig) DeepCopyInto 

func (in *ProcessingOutputConfig) DeepCopyInto(out *ProcessingOutputConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ProcessingResources 

type ProcessingResources struct {
	// Configuration for the cluster used to run a processing job.
	ClusterConfig *ProcessingClusterConfig `json:"clusterConfig,omitempty"`
}

Identifies the resources, ML compute instances, and ML storage volumes to deploy for a processing job. In distributed training, you specify more than one instance.

func (*ProcessingResources) DeepCopy 

func (in *ProcessingResources) DeepCopy() *ProcessingResources

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ProcessingResources.

func (*ProcessingResources) DeepCopyInto 

func (in *ProcessingResources) DeepCopyInto(out *ProcessingResources)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ProcessingS3CompressionType 

type ProcessingS3CompressionType string
const (
	ProcessingS3CompressionType_None ProcessingS3CompressionType = "None"
	ProcessingS3CompressionType_Gzip ProcessingS3CompressionType = "Gzip"
)

type ProcessingS3DataDistributionType 

type ProcessingS3DataDistributionType string
const (
	ProcessingS3DataDistributionType_FullyReplicated ProcessingS3DataDistributionType = "FullyReplicated"
	ProcessingS3DataDistributionType_ShardedByS3Key  ProcessingS3DataDistributionType = "ShardedByS3Key"
)

type ProcessingS3DataType 

type ProcessingS3DataType string
const (
	ProcessingS3DataType_ManifestFile ProcessingS3DataType = "ManifestFile"
	ProcessingS3DataType_S3Prefix     ProcessingS3DataType = "S3Prefix"
)

type ProcessingS3Input 

type ProcessingS3Input struct {
	LocalPath              *string `json:"localPath,omitempty"`
	S3CompressionType      *string `json:"s3CompressionType,omitempty"`
	S3DataDistributionType *string `json:"s3DataDistributionType,omitempty"`
	S3DataType             *string `json:"s3DataType,omitempty"`
	S3InputMode            *string `json:"s3InputMode,omitempty"`
	S3URI                  *string `json:"s3URI,omitempty"`
}

Configuration for downloading input data from Amazon S3 into the processing container.

func (*ProcessingS3Input) DeepCopy 

func (in *ProcessingS3Input) DeepCopy() *ProcessingS3Input

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ProcessingS3Input.

func (*ProcessingS3Input) DeepCopyInto 

func (in *ProcessingS3Input) DeepCopyInto(out *ProcessingS3Input)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ProcessingS3InputMode 

type ProcessingS3InputMode string
const (
	ProcessingS3InputMode_Pipe ProcessingS3InputMode = "Pipe"
	ProcessingS3InputMode_File ProcessingS3InputMode = "File"
)

type ProcessingS3Output 

type ProcessingS3Output struct {
	LocalPath    *string `json:"localPath,omitempty"`
	S3UploadMode *string `json:"s3UploadMode,omitempty"`
	S3URI        *string `json:"s3URI,omitempty"`
}

Configuration for uploading output data to Amazon S3 from the processing container.

func (*ProcessingS3Output) DeepCopy 

func (in *ProcessingS3Output) DeepCopy() *ProcessingS3Output

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ProcessingS3Output.

func (*ProcessingS3Output) DeepCopyInto 

func (in *ProcessingS3Output) DeepCopyInto(out *ProcessingS3Output)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ProcessingS3UploadMode 

type ProcessingS3UploadMode string
const (
	ProcessingS3UploadMode_Continuous ProcessingS3UploadMode = "Continuous"
	ProcessingS3UploadMode_EndOfJob   ProcessingS3UploadMode = "EndOfJob"
)

type ProcessingStoppingCondition 

type ProcessingStoppingCondition struct {
	MaxRuntimeInSeconds *int64 `json:"maxRuntimeInSeconds,omitempty"`
}

Configures conditions under which the processing job should be stopped, such as how long the processing job has been running. After the condition is met, the processing job is stopped.

func (*ProcessingStoppingCondition) DeepCopy 

func (in *ProcessingStoppingCondition) DeepCopy() *ProcessingStoppingCondition

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ProcessingStoppingCondition.

func (*ProcessingStoppingCondition) DeepCopyInto 

func (in *ProcessingStoppingCondition) DeepCopyInto(out *ProcessingStoppingCondition)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ProductionVariant 

type ProductionVariant struct {
	AcceleratorType *string `json:"acceleratorType,omitempty"`
	// Specifies configuration for a core dump from the model container when the
	// process crashes.
	CoreDumpConfig       *ProductionVariantCoreDumpConfig `json:"coreDumpConfig,omitempty"`
	InitialInstanceCount *int64                           `json:"initialInstanceCount,omitempty"`
	InitialVariantWeight *float64                         `json:"initialVariantWeight,omitempty"`
	InstanceType         *string                          `json:"instanceType,omitempty"`
	ModelName            *string                          `json:"modelName,omitempty"`
	VariantName          *string                          `json:"variantName,omitempty"`
}

Identifies a model that you want to host and the resources to deploy for hosting it. If you are deploying multiple models, tell Amazon SageMaker how to distribute traffic among the models by specifying variant weights.

func (*ProductionVariant) DeepCopy 

func (in *ProductionVariant) DeepCopy() *ProductionVariant

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ProductionVariant.

func (*ProductionVariant) DeepCopyInto 

func (in *ProductionVariant) DeepCopyInto(out *ProductionVariant)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ProductionVariantAcceleratorType 

type ProductionVariantAcceleratorType string
const (
	ProductionVariantAcceleratorType_ml_eia1_medium ProductionVariantAcceleratorType = "ml.eia1.medium"
	ProductionVariantAcceleratorType_ml_eia1_large  ProductionVariantAcceleratorType = "ml.eia1.large"
	ProductionVariantAcceleratorType_ml_eia1_xlarge ProductionVariantAcceleratorType = "ml.eia1.xlarge"
	ProductionVariantAcceleratorType_ml_eia2_medium ProductionVariantAcceleratorType = "ml.eia2.medium"
	ProductionVariantAcceleratorType_ml_eia2_large  ProductionVariantAcceleratorType = "ml.eia2.large"
	ProductionVariantAcceleratorType_ml_eia2_xlarge ProductionVariantAcceleratorType = "ml.eia2.xlarge"
)

type ProductionVariantCoreDumpConfig 

type ProductionVariantCoreDumpConfig struct {
	DestinationS3URI *string `json:"destinationS3URI,omitempty"`
	KMSKeyID         *string `json:"kmsKeyID,omitempty"`
}

Specifies configuration for a core dump from the model container when the process crashes.

func (*ProductionVariantCoreDumpConfig) DeepCopy 

func (in *ProductionVariantCoreDumpConfig) DeepCopy() *ProductionVariantCoreDumpConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ProductionVariantCoreDumpConfig.

func (*ProductionVariantCoreDumpConfig) DeepCopyInto 

func (in *ProductionVariantCoreDumpConfig) DeepCopyInto(out *ProductionVariantCoreDumpConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ProductionVariantInstanceType 

type ProductionVariantInstanceType string
const (
	ProductionVariantInstanceType_ml_t2_medium     ProductionVariantInstanceType = "ml.t2.medium"
	ProductionVariantInstanceType_ml_t2_large      ProductionVariantInstanceType = "ml.t2.large"
	ProductionVariantInstanceType_ml_t2_xlarge     ProductionVariantInstanceType = "ml.t2.xlarge"
	ProductionVariantInstanceType_ml_t2_2xlarge    ProductionVariantInstanceType = "ml.t2.2xlarge"
	ProductionVariantInstanceType_ml_m4_xlarge     ProductionVariantInstanceType = "ml.m4.xlarge"
	ProductionVariantInstanceType_ml_m4_2xlarge    ProductionVariantInstanceType = "ml.m4.2xlarge"
	ProductionVariantInstanceType_ml_m4_4xlarge    ProductionVariantInstanceType = "ml.m4.4xlarge"
	ProductionVariantInstanceType_ml_m4_10xlarge   ProductionVariantInstanceType = "ml.m4.10xlarge"
	ProductionVariantInstanceType_ml_m4_16xlarge   ProductionVariantInstanceType = "ml.m4.16xlarge"
	ProductionVariantInstanceType_ml_m5_large      ProductionVariantInstanceType = "ml.m5.large"
	ProductionVariantInstanceType_ml_m5_xlarge     ProductionVariantInstanceType = "ml.m5.xlarge"
	ProductionVariantInstanceType_ml_m5_2xlarge    ProductionVariantInstanceType = "ml.m5.2xlarge"
	ProductionVariantInstanceType_ml_m5_4xlarge    ProductionVariantInstanceType = "ml.m5.4xlarge"
	ProductionVariantInstanceType_ml_m5_12xlarge   ProductionVariantInstanceType = "ml.m5.12xlarge"
	ProductionVariantInstanceType_ml_m5_24xlarge   ProductionVariantInstanceType = "ml.m5.24xlarge"
	ProductionVariantInstanceType_ml_m5d_large     ProductionVariantInstanceType = "ml.m5d.large"
	ProductionVariantInstanceType_ml_m5d_xlarge    ProductionVariantInstanceType = "ml.m5d.xlarge"
	ProductionVariantInstanceType_ml_m5d_2xlarge   ProductionVariantInstanceType = "ml.m5d.2xlarge"
	ProductionVariantInstanceType_ml_m5d_4xlarge   ProductionVariantInstanceType = "ml.m5d.4xlarge"
	ProductionVariantInstanceType_ml_m5d_12xlarge  ProductionVariantInstanceType = "ml.m5d.12xlarge"
	ProductionVariantInstanceType_ml_m5d_24xlarge  ProductionVariantInstanceType = "ml.m5d.24xlarge"
	ProductionVariantInstanceType_ml_c4_large      ProductionVariantInstanceType = "ml.c4.large"
	ProductionVariantInstanceType_ml_c4_xlarge     ProductionVariantInstanceType = "ml.c4.xlarge"
	ProductionVariantInstanceType_ml_c4_2xlarge    ProductionVariantInstanceType = "ml.c4.2xlarge"
	ProductionVariantInstanceType_ml_c4_4xlarge    ProductionVariantInstanceType = "ml.c4.4xlarge"
	ProductionVariantInstanceType_ml_c4_8xlarge    ProductionVariantInstanceType = "ml.c4.8xlarge"
	ProductionVariantInstanceType_ml_p2_xlarge     ProductionVariantInstanceType = "ml.p2.xlarge"
	ProductionVariantInstanceType_ml_p2_8xlarge    ProductionVariantInstanceType = "ml.p2.8xlarge"
	ProductionVariantInstanceType_ml_p2_16xlarge   ProductionVariantInstanceType = "ml.p2.16xlarge"
	ProductionVariantInstanceType_ml_p3_2xlarge    ProductionVariantInstanceType = "ml.p3.2xlarge"
	ProductionVariantInstanceType_ml_p3_8xlarge    ProductionVariantInstanceType = "ml.p3.8xlarge"
	ProductionVariantInstanceType_ml_p3_16xlarge   ProductionVariantInstanceType = "ml.p3.16xlarge"
	ProductionVariantInstanceType_ml_c5_large      ProductionVariantInstanceType = "ml.c5.large"
	ProductionVariantInstanceType_ml_c5_xlarge     ProductionVariantInstanceType = "ml.c5.xlarge"
	ProductionVariantInstanceType_ml_c5_2xlarge    ProductionVariantInstanceType = "ml.c5.2xlarge"
	ProductionVariantInstanceType_ml_c5_4xlarge    ProductionVariantInstanceType = "ml.c5.4xlarge"
	ProductionVariantInstanceType_ml_c5_9xlarge    ProductionVariantInstanceType = "ml.c5.9xlarge"
	ProductionVariantInstanceType_ml_c5_18xlarge   ProductionVariantInstanceType = "ml.c5.18xlarge"
	ProductionVariantInstanceType_ml_c5d_large     ProductionVariantInstanceType = "ml.c5d.large"
	ProductionVariantInstanceType_ml_c5d_xlarge    ProductionVariantInstanceType = "ml.c5d.xlarge"
	ProductionVariantInstanceType_ml_c5d_2xlarge   ProductionVariantInstanceType = "ml.c5d.2xlarge"
	ProductionVariantInstanceType_ml_c5d_4xlarge   ProductionVariantInstanceType = "ml.c5d.4xlarge"
	ProductionVariantInstanceType_ml_c5d_9xlarge   ProductionVariantInstanceType = "ml.c5d.9xlarge"
	ProductionVariantInstanceType_ml_c5d_18xlarge  ProductionVariantInstanceType = "ml.c5d.18xlarge"
	ProductionVariantInstanceType_ml_g4dn_xlarge   ProductionVariantInstanceType = "ml.g4dn.xlarge"
	ProductionVariantInstanceType_ml_g4dn_2xlarge  ProductionVariantInstanceType = "ml.g4dn.2xlarge"
	ProductionVariantInstanceType_ml_g4dn_4xlarge  ProductionVariantInstanceType = "ml.g4dn.4xlarge"
	ProductionVariantInstanceType_ml_g4dn_8xlarge  ProductionVariantInstanceType = "ml.g4dn.8xlarge"
	ProductionVariantInstanceType_ml_g4dn_12xlarge ProductionVariantInstanceType = "ml.g4dn.12xlarge"
	ProductionVariantInstanceType_ml_g4dn_16xlarge ProductionVariantInstanceType = "ml.g4dn.16xlarge"
	ProductionVariantInstanceType_ml_r5_large      ProductionVariantInstanceType = "ml.r5.large"
	ProductionVariantInstanceType_ml_r5_xlarge     ProductionVariantInstanceType = "ml.r5.xlarge"
	ProductionVariantInstanceType_ml_r5_2xlarge    ProductionVariantInstanceType = "ml.r5.2xlarge"
	ProductionVariantInstanceType_ml_r5_4xlarge    ProductionVariantInstanceType = "ml.r5.4xlarge"
	ProductionVariantInstanceType_ml_r5_12xlarge   ProductionVariantInstanceType = "ml.r5.12xlarge"
	ProductionVariantInstanceType_ml_r5_24xlarge   ProductionVariantInstanceType = "ml.r5.24xlarge"
	ProductionVariantInstanceType_ml_r5d_large     ProductionVariantInstanceType = "ml.r5d.large"
	ProductionVariantInstanceType_ml_r5d_xlarge    ProductionVariantInstanceType = "ml.r5d.xlarge"
	ProductionVariantInstanceType_ml_r5d_2xlarge   ProductionVariantInstanceType = "ml.r5d.2xlarge"
	ProductionVariantInstanceType_ml_r5d_4xlarge   ProductionVariantInstanceType = "ml.r5d.4xlarge"
	ProductionVariantInstanceType_ml_r5d_12xlarge  ProductionVariantInstanceType = "ml.r5d.12xlarge"
	ProductionVariantInstanceType_ml_r5d_24xlarge  ProductionVariantInstanceType = "ml.r5d.24xlarge"
	ProductionVariantInstanceType_ml_inf1_xlarge   ProductionVariantInstanceType = "ml.inf1.xlarge"
	ProductionVariantInstanceType_ml_inf1_2xlarge  ProductionVariantInstanceType = "ml.inf1.2xlarge"
	ProductionVariantInstanceType_ml_inf1_6xlarge  ProductionVariantInstanceType = "ml.inf1.6xlarge"
	ProductionVariantInstanceType_ml_inf1_24xlarge ProductionVariantInstanceType = "ml.inf1.24xlarge"
)

type ProductionVariantSummary 

type ProductionVariantSummary struct {
	CurrentInstanceCount *int64           `json:"currentInstanceCount,omitempty"`
	CurrentWeight        *float64         `json:"currentWeight,omitempty"`
	DeployedImages       []*DeployedImage `json:"deployedImages,omitempty"`
	DesiredInstanceCount *int64           `json:"desiredInstanceCount,omitempty"`
	DesiredWeight        *float64         `json:"desiredWeight,omitempty"`
	VariantName          *string          `json:"variantName,omitempty"`
}

Describes weight and capacities for a production variant associated with an endpoint. If you sent a request to the UpdateEndpointWeightsAndCapacities API and the endpoint status is Updating, you get different desired and current values.

func (*ProductionVariantSummary) DeepCopy 

func (in *ProductionVariantSummary) DeepCopy() *ProductionVariantSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ProductionVariantSummary.

func (*ProductionVariantSummary) DeepCopyInto 

func (in *ProductionVariantSummary) DeepCopyInto(out *ProductionVariantSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ProfilerConfig 

type ProfilerConfig struct {
	ProfilingIntervalInMilliseconds *int64             `json:"profilingIntervalInMilliseconds,omitempty"`
	ProfilingParameters             map[string]*string `json:"profilingParameters,omitempty"`
	S3OutputPath                    *string            `json:"s3OutputPath,omitempty"`
}

Configuration information for Debugger system monitoring, framework profiling, and storage paths.

func (*ProfilerConfig) DeepCopy 

func (in *ProfilerConfig) DeepCopy() *ProfilerConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ProfilerConfig.

func (*ProfilerConfig) DeepCopyInto 

func (in *ProfilerConfig) DeepCopyInto(out *ProfilerConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ProfilerConfigForUpdate 

type ProfilerConfigForUpdate struct {
	ProfilingIntervalInMilliseconds *int64             `json:"profilingIntervalInMilliseconds,omitempty"`
	ProfilingParameters             map[string]*string `json:"profilingParameters,omitempty"`
	S3OutputPath                    *string            `json:"s3OutputPath,omitempty"`
}

Configuration information for updating the Debugger profile parameters, system and framework metrics configurations, and storage paths.

func (*ProfilerConfigForUpdate) DeepCopy 

func (in *ProfilerConfigForUpdate) DeepCopy() *ProfilerConfigForUpdate

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ProfilerConfigForUpdate.

func (*ProfilerConfigForUpdate) DeepCopyInto 

func (in *ProfilerConfigForUpdate) DeepCopyInto(out *ProfilerConfigForUpdate)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ProfilerRuleConfiguration 

type ProfilerRuleConfiguration struct {
	InstanceType          *string            `json:"instanceType,omitempty"`
	LocalPath             *string            `json:"localPath,omitempty"`
	RuleConfigurationName *string            `json:"ruleConfigurationName,omitempty"`
	RuleEvaluatorImage    *string            `json:"ruleEvaluatorImage,omitempty"`
	RuleParameters        map[string]*string `json:"ruleParameters,omitempty"`
	S3OutputPath          *string            `json:"s3OutputPath,omitempty"`
	VolumeSizeInGB        *int64             `json:"volumeSizeInGB,omitempty"`
}

Configuration information for profiling rules.

func (*ProfilerRuleConfiguration) DeepCopy 

func (in *ProfilerRuleConfiguration) DeepCopy() *ProfilerRuleConfiguration

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ProfilerRuleConfiguration.

func (*ProfilerRuleConfiguration) DeepCopyInto 

func (in *ProfilerRuleConfiguration) DeepCopyInto(out *ProfilerRuleConfiguration)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ProfilerRuleEvaluationStatus 

type ProfilerRuleEvaluationStatus struct {
	LastModifiedTime      *metav1.Time `json:"lastModifiedTime,omitempty"`
	RuleConfigurationName *string      `json:"ruleConfigurationName,omitempty"`
	RuleEvaluationJobARN  *string      `json:"ruleEvaluationJobARN,omitempty"`
	RuleEvaluationStatus  *string      `json:"ruleEvaluationStatus,omitempty"`
	StatusDetails         *string      `json:"statusDetails,omitempty"`
}

Information about the status of the rule evaluation.

func (*ProfilerRuleEvaluationStatus) DeepCopy 

func (in *ProfilerRuleEvaluationStatus) DeepCopy() *ProfilerRuleEvaluationStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ProfilerRuleEvaluationStatus.

func (*ProfilerRuleEvaluationStatus) DeepCopyInto 

func (in *ProfilerRuleEvaluationStatus) DeepCopyInto(out *ProfilerRuleEvaluationStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ProfilingStatus 

type ProfilingStatus string
const (
	ProfilingStatus_Enabled  ProfilingStatus = "Enabled"
	ProfilingStatus_Disabled ProfilingStatus = "Disabled"
)

type ProjectSortBy 

type ProjectSortBy string
const (
	ProjectSortBy_Name         ProjectSortBy = "Name"
	ProjectSortBy_CreationTime ProjectSortBy = "CreationTime"
)

type ProjectSortOrder 

type ProjectSortOrder string
const (
	ProjectSortOrder_Ascending  ProjectSortOrder = "Ascending"
	ProjectSortOrder_Descending ProjectSortOrder = "Descending"
)

type ProjectStatus 

type ProjectStatus string
const (
	ProjectStatus_Pending          ProjectStatus = "Pending"
	ProjectStatus_CreateInProgress ProjectStatus = "CreateInProgress"
	ProjectStatus_CreateCompleted  ProjectStatus = "CreateCompleted"
	ProjectStatus_CreateFailed     ProjectStatus = "CreateFailed"
	ProjectStatus_DeleteInProgress ProjectStatus = "DeleteInProgress"
	ProjectStatus_DeleteFailed     ProjectStatus = "DeleteFailed"
	ProjectStatus_DeleteCompleted  ProjectStatus = "DeleteCompleted"
)

type ProjectSummary 

type ProjectSummary struct {
	CreationTime       *metav1.Time `json:"creationTime,omitempty"`
	ProjectDescription *string      `json:"projectDescription,omitempty"`
}

Information about a project.

func (*ProjectSummary) DeepCopy 

func (in *ProjectSummary) DeepCopy() *ProjectSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ProjectSummary.

func (*ProjectSummary) DeepCopyInto 

func (in *ProjectSummary) DeepCopyInto(out *ProjectSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type RecordWrapper 

type RecordWrapper string
const (
	RecordWrapper_None     RecordWrapper = "None"
	RecordWrapper_RecordIO RecordWrapper = "RecordIO"
)

type RedshiftDatasetDefinition 

type RedshiftDatasetDefinition struct {
	// The Redshift cluster Identifier.
	ClusterID      *string `json:"clusterID,omitempty"`
	ClusterRoleARN *string `json:"clusterRoleARN,omitempty"`
	// The name of the Redshift database used in Redshift query execution.
	Database *string `json:"database,omitempty"`
	// The database user name used in Redshift query execution.
	DBUser   *string `json:"dbUser,omitempty"`
	KMSKeyID *string `json:"kmsKeyID,omitempty"`
	// The compression used for Redshift query results.
	OutputCompression *string `json:"outputCompression,omitempty"`
	// The data storage format for Redshift query results.
	OutputFormat *string `json:"outputFormat,omitempty"`
	OutputS3URI  *string `json:"outputS3URI,omitempty"`
	// The SQL query statements to be executed.
	QueryString *string `json:"queryString,omitempty"`
}

Configuration for Redshift Dataset Definition input.

func (*RedshiftDatasetDefinition) DeepCopy 

func (in *RedshiftDatasetDefinition) DeepCopy() *RedshiftDatasetDefinition

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RedshiftDatasetDefinition.

func (*RedshiftDatasetDefinition) DeepCopyInto 

func (in *RedshiftDatasetDefinition) DeepCopyInto(out *RedshiftDatasetDefinition)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type RedshiftResultCompressionType 

type RedshiftResultCompressionType string
const (
	RedshiftResultCompressionType_None   RedshiftResultCompressionType = "None"
	RedshiftResultCompressionType_GZIP   RedshiftResultCompressionType = "GZIP"
	RedshiftResultCompressionType_BZIP2  RedshiftResultCompressionType = "BZIP2"
	RedshiftResultCompressionType_ZSTD   RedshiftResultCompressionType = "ZSTD"
	RedshiftResultCompressionType_SNAPPY RedshiftResultCompressionType = "SNAPPY"
)

type RedshiftResultFormat 

type RedshiftResultFormat string
const (
	RedshiftResultFormat_PARQUET RedshiftResultFormat = "PARQUET"
	RedshiftResultFormat_CSV     RedshiftResultFormat = "CSV"
)

type RegisterModelStepMetadata added in v0.3.0 

type RegisterModelStepMetadata struct {
	ARN *string `json:"arn,omitempty"`
}

Metadata for a register model job step.

func (*RegisterModelStepMetadata) DeepCopy added in v0.3.0 

func (in *RegisterModelStepMetadata) DeepCopy() *RegisterModelStepMetadata

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RegisterModelStepMetadata.

func (*RegisterModelStepMetadata) DeepCopyInto added in v0.3.0 

func (in *RegisterModelStepMetadata) DeepCopyInto(out *RegisterModelStepMetadata)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type RenderingError 

type RenderingError struct {
	Code    *string `json:"code,omitempty"`
	Message *string `json:"message,omitempty"`
}

A description of an error that occurred while rendering the template.

func (*RenderingError) DeepCopy 

func (in *RenderingError) DeepCopy() *RenderingError

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RenderingError.

func (*RenderingError) DeepCopyInto 

func (in *RenderingError) DeepCopyInto(out *RenderingError)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type RepositoryAccessMode 

type RepositoryAccessMode string
const (
	RepositoryAccessMode_Platform RepositoryAccessMode = "Platform"
	RepositoryAccessMode_Vpc      RepositoryAccessMode = "Vpc"
)

type RepositoryAuthConfig 

type RepositoryAuthConfig struct {
	RepositoryCredentialsProviderARN *string `json:"repositoryCredentialsProviderARN,omitempty"`
}

Specifies an authentication configuration for the private docker registry where your model image is hosted. Specify a value for this property only if you specified Vpc as the value for the RepositoryAccessMode field of the ImageConfig object that you passed to a call to CreateModel and the private Docker registry where the model image is hosted requires authentication.

func (*RepositoryAuthConfig) DeepCopy 

func (in *RepositoryAuthConfig) DeepCopy() *RepositoryAuthConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RepositoryAuthConfig.

func (*RepositoryAuthConfig) DeepCopyInto 

func (in *RepositoryAuthConfig) DeepCopyInto(out *RepositoryAuthConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ResourceConfig 

type ResourceConfig struct {
	InstanceCount  *int64  `json:"instanceCount,omitempty"`
	InstanceType   *string `json:"instanceType,omitempty"`
	VolumeKMSKeyID *string `json:"volumeKMSKeyID,omitempty"`
	VolumeSizeInGB *int64  `json:"volumeSizeInGB,omitempty"`
}

Describes the resources, including ML compute instances and ML storage volumes, to use for model training.

func (*ResourceConfig) DeepCopy 

func (in *ResourceConfig) DeepCopy() *ResourceConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ResourceConfig.

func (*ResourceConfig) DeepCopyInto 

func (in *ResourceConfig) DeepCopyInto(out *ResourceConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ResourceLimits 

type ResourceLimits struct {
	MaxNumberOfTrainingJobs *int64 `json:"maxNumberOfTrainingJobs,omitempty"`
	MaxParallelTrainingJobs *int64 `json:"maxParallelTrainingJobs,omitempty"`
}

Specifies the maximum number of training jobs and parallel training jobs that a hyperparameter tuning job can launch.

func (*ResourceLimits) DeepCopy 

func (in *ResourceLimits) DeepCopy() *ResourceLimits

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ResourceLimits.

func (*ResourceLimits) DeepCopyInto 

func (in *ResourceLimits) DeepCopyInto(out *ResourceLimits)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ResourceSpec added in v0.3.0 

type ResourceSpec struct {
	InstanceType             *string `json:"instanceType,omitempty"`
	SageMakerImageARN        *string `json:"sageMakerImageARN,omitempty"`
	SageMakerImageVersionARN *string `json:"sageMakerImageVersionARN,omitempty"`
}

Specifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on.

func (*ResourceSpec) DeepCopy added in v0.3.0 

func (in *ResourceSpec) DeepCopy() *ResourceSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ResourceSpec.

func (*ResourceSpec) DeepCopyInto added in v0.3.0 

func (in *ResourceSpec) DeepCopyInto(out *ResourceSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ResourceType 

type ResourceType string
const (
	ResourceType_TrainingJob              ResourceType = "TrainingJob"
	ResourceType_Experiment               ResourceType = "Experiment"
	ResourceType_ExperimentTrial          ResourceType = "ExperimentTrial"
	ResourceType_ExperimentTrialComponent ResourceType = "ExperimentTrialComponent"
	ResourceType_Endpoint                 ResourceType = "Endpoint"
	ResourceType_ModelPackage             ResourceType = "ModelPackage"
	ResourceType_ModelPackageGroup        ResourceType = "ModelPackageGroup"
	ResourceType_Pipeline                 ResourceType = "Pipeline"
	ResourceType_PipelineExecution        ResourceType = "PipelineExecution"
	ResourceType_FeatureGroup             ResourceType = "FeatureGroup"
)

type RetentionPolicy added in v0.3.0 

type RetentionPolicy struct {
	HomeEFSFileSystem *string `json:"homeEFSFileSystem,omitempty"`
}

The retention policy for data stored on an Amazon Elastic File System (EFS) volume.

func (*RetentionPolicy) DeepCopy added in v0.3.0 

func (in *RetentionPolicy) DeepCopy() *RetentionPolicy

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RetentionPolicy.

func (*RetentionPolicy) DeepCopyInto added in v0.3.0 

func (in *RetentionPolicy) DeepCopyInto(out *RetentionPolicy)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type RetentionType 

type RetentionType string
const (
	RetentionType_Retain RetentionType = "Retain"
	RetentionType_Delete RetentionType = "Delete"
)

type RootAccess 

type RootAccess string
const (
	RootAccess_Enabled  RootAccess = "Enabled"
	RootAccess_Disabled RootAccess = "Disabled"
)

type RuleEvaluationStatus 

type RuleEvaluationStatus string
const (
	RuleEvaluationStatus_InProgress    RuleEvaluationStatus = "InProgress"
	RuleEvaluationStatus_NoIssuesFound RuleEvaluationStatus = "NoIssuesFound"
	RuleEvaluationStatus_IssuesFound   RuleEvaluationStatus = "IssuesFound"
	RuleEvaluationStatus_Error         RuleEvaluationStatus = "Error"
	RuleEvaluationStatus_Stopping      RuleEvaluationStatus = "Stopping"
	RuleEvaluationStatus_Stopped       RuleEvaluationStatus = "Stopped"
)

type S3DataDistribution 

type S3DataDistribution string
const (
	S3DataDistribution_FullyReplicated S3DataDistribution = "FullyReplicated"
	S3DataDistribution_ShardedByS3Key  S3DataDistribution = "ShardedByS3Key"
)

type S3DataSource 

type S3DataSource struct {
	AttributeNames         []*string `json:"attributeNames,omitempty"`
	S3DataDistributionType *string   `json:"s3DataDistributionType,omitempty"`
	S3DataType             *string   `json:"s3DataType,omitempty"`
	S3URI                  *string   `json:"s3URI,omitempty"`
}

Describes the S3 data source.

func (*S3DataSource) DeepCopy 

func (in *S3DataSource) DeepCopy() *S3DataSource

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new S3DataSource.

func (*S3DataSource) DeepCopyInto 

func (in *S3DataSource) DeepCopyInto(out *S3DataSource)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type S3DataType 

type S3DataType string
const (
	S3DataType_ManifestFile          S3DataType = "ManifestFile"
	S3DataType_S3Prefix              S3DataType = "S3Prefix"
	S3DataType_AugmentedManifestFile S3DataType = "AugmentedManifestFile"
)

type S3StorageConfig 

type S3StorageConfig struct {
	KMSKeyID            *string `json:"kmsKeyID,omitempty"`
	ResolvedOutputS3URI *string `json:"resolvedOutputS3URI,omitempty"`
	S3URI               *string `json:"s3URI,omitempty"`
}

The Amazon Simple Storage (Amazon S3) location and and security configuration for OfflineStore.

func (*S3StorageConfig) DeepCopy 

func (in *S3StorageConfig) DeepCopy() *S3StorageConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new S3StorageConfig.

func (*S3StorageConfig) DeepCopyInto 

func (in *S3StorageConfig) DeepCopyInto(out *S3StorageConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type SagemakerServicecatalogStatus 

type SagemakerServicecatalogStatus string
const (
	SagemakerServicecatalogStatus_Enabled  SagemakerServicecatalogStatus = "Enabled"
	SagemakerServicecatalogStatus_Disabled SagemakerServicecatalogStatus = "Disabled"
)

type ScheduleConfig 

type ScheduleConfig struct {
	ScheduleExpression *string `json:"scheduleExpression,omitempty"`
}

Configuration details about the monitoring schedule.

func (*ScheduleConfig) DeepCopy 

func (in *ScheduleConfig) DeepCopy() *ScheduleConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ScheduleConfig.

func (*ScheduleConfig) DeepCopyInto 

func (in *ScheduleConfig) DeepCopyInto(out *ScheduleConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ScheduleStatus 

type ScheduleStatus string
const (
	ScheduleStatus_Pending   ScheduleStatus = "Pending"
	ScheduleStatus_Failed    ScheduleStatus = "Failed"
	ScheduleStatus_Scheduled ScheduleStatus = "Scheduled"
	ScheduleStatus_Stopped   ScheduleStatus = "Stopped"
)

type SearchSortOrder 

type SearchSortOrder string
const (
	SearchSortOrder_Ascending  SearchSortOrder = "Ascending"
	SearchSortOrder_Descending SearchSortOrder = "Descending"
)

type SecondaryStatus 

type SecondaryStatus string
const (
	SecondaryStatus_Starting                 SecondaryStatus = "Starting"
	SecondaryStatus_LaunchingMLInstances     SecondaryStatus = "LaunchingMLInstances"
	SecondaryStatus_PreparingTrainingStack   SecondaryStatus = "PreparingTrainingStack"
	SecondaryStatus_Downloading              SecondaryStatus = "Downloading"
	SecondaryStatus_DownloadingTrainingImage SecondaryStatus = "DownloadingTrainingImage"
	SecondaryStatus_Training                 SecondaryStatus = "Training"
	SecondaryStatus_Uploading                SecondaryStatus = "Uploading"
	SecondaryStatus_Stopping                 SecondaryStatus = "Stopping"
	SecondaryStatus_Stopped                  SecondaryStatus = "Stopped"
	SecondaryStatus_MaxRuntimeExceeded       SecondaryStatus = "MaxRuntimeExceeded"
	SecondaryStatus_Completed                SecondaryStatus = "Completed"
	SecondaryStatus_Failed                   SecondaryStatus = "Failed"
	SecondaryStatus_Interrupted              SecondaryStatus = "Interrupted"
	SecondaryStatus_MaxWaitTimeExceeded      SecondaryStatus = "MaxWaitTimeExceeded"
	SecondaryStatus_Updating                 SecondaryStatus = "Updating"
)

type SecondaryStatusTransition 

type SecondaryStatusTransition struct {
	EndTime       *metav1.Time `json:"endTime,omitempty"`
	StartTime     *metav1.Time `json:"startTime,omitempty"`
	Status        *string      `json:"status,omitempty"`
	StatusMessage *string      `json:"statusMessage,omitempty"`
}

An array element of DescribeTrainingJobResponse$SecondaryStatusTransitions. It provides additional details about a status that the training job has transitioned through. A training job can be in one of several states, for example, starting, downloading, training, or uploading. Within each state, there are a number of intermediate states. For example, within the starting state, Amazon SageMaker could be starting the training job or launching the ML instances. These transitional states are referred to as the job's secondary status.

func (*SecondaryStatusTransition) DeepCopy 

func (in *SecondaryStatusTransition) DeepCopy() *SecondaryStatusTransition

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new SecondaryStatusTransition.

func (*SecondaryStatusTransition) DeepCopyInto 

func (in *SecondaryStatusTransition) DeepCopyInto(out *SecondaryStatusTransition)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type SharingSettings 

type SharingSettings struct {
	NotebookOutputOption *string `json:"notebookOutputOption,omitempty"`
	S3KMSKeyID           *string `json:"s3KMSKeyID,omitempty"`
	S3OutputPath         *string `json:"s3OutputPath,omitempty"`
}

Specifies options for sharing SageMaker Studio notebooks. These settings are specified as part of DefaultUserSettings when the CreateDomain API is called, and as part of UserSettings when the CreateUserProfile API is called. When SharingSettings is not specified, notebook sharing isn't allowed.

func (*SharingSettings) DeepCopy 

func (in *SharingSettings) DeepCopy() *SharingSettings

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new SharingSettings.

func (*SharingSettings) DeepCopyInto 

func (in *SharingSettings) DeepCopyInto(out *SharingSettings)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ShuffleConfig 

type ShuffleConfig struct {
	Seed *int64 `json:"seed,omitempty"`
}

A configuration for a shuffle option for input data in a channel. If you use S3Prefix for S3DataType, the results of the S3 key prefix matches are shuffled. If you use ManifestFile, the order of the S3 object references in the ManifestFile is shuffled. If you use AugmentedManifestFile, the order of the JSON lines in the AugmentedManifestFile is shuffled. The shuffling order is determined using the Seed value.

For Pipe input mode, when ShuffleConfig is specified shuffling is done at the start of every epoch. With large datasets, this ensures that the order of the training data is different for each epoch, and it helps reduce bias and possible overfitting. In a multi-node training job when ShuffleConfig is combined with S3DataDistributionType of ShardedByS3Key, the data is shuffled across nodes so that the content sent to a particular node on the first epoch might be sent to a different node on the second epoch.

func (*ShuffleConfig) DeepCopy 

func (in *ShuffleConfig) DeepCopy() *ShuffleConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ShuffleConfig.

func (*ShuffleConfig) DeepCopyInto 

func (in *ShuffleConfig) DeepCopyInto(out *ShuffleConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type SortActionsBy 

type SortActionsBy string
const (
	SortActionsBy_Name         SortActionsBy = "Name"
	SortActionsBy_CreationTime SortActionsBy = "CreationTime"
)

type SortArtifactsBy 

type SortArtifactsBy string
const (
	SortArtifactsBy_CreationTime SortArtifactsBy = "CreationTime"
)

type SortAssociationsBy 

type SortAssociationsBy string
const (
	SortAssociationsBy_SourceArn       SortAssociationsBy = "SourceArn"
	SortAssociationsBy_DestinationArn  SortAssociationsBy = "DestinationArn"
	SortAssociationsBy_SourceType      SortAssociationsBy = "SourceType"
	SortAssociationsBy_DestinationType SortAssociationsBy = "DestinationType"
	SortAssociationsBy_CreationTime    SortAssociationsBy = "CreationTime"
)

type SortBy 

type SortBy string
const (
	SortBy_Name         SortBy = "Name"
	SortBy_CreationTime SortBy = "CreationTime"
	SortBy_Status       SortBy = "Status"
)

type SortContextsBy 

type SortContextsBy string
const (
	SortContextsBy_Name         SortContextsBy = "Name"
	SortContextsBy_CreationTime SortContextsBy = "CreationTime"
)

type SortExperimentsBy 

type SortExperimentsBy string
const (
	SortExperimentsBy_Name         SortExperimentsBy = "Name"
	SortExperimentsBy_CreationTime SortExperimentsBy = "CreationTime"
)

type SortOrder 

type SortOrder string
const (
	SortOrder_Ascending  SortOrder = "Ascending"
	SortOrder_Descending SortOrder = "Descending"
)

type SortPipelineExecutionsBy 

type SortPipelineExecutionsBy string
const (
	SortPipelineExecutionsBy_CreationTime         SortPipelineExecutionsBy = "CreationTime"
	SortPipelineExecutionsBy_PipelineExecutionArn SortPipelineExecutionsBy = "PipelineExecutionArn"
)

type SortPipelinesBy 

type SortPipelinesBy string
const (
	SortPipelinesBy_Name         SortPipelinesBy = "Name"
	SortPipelinesBy_CreationTime SortPipelinesBy = "CreationTime"
)

type SortTrialComponentsBy 

type SortTrialComponentsBy string
const (
	SortTrialComponentsBy_Name         SortTrialComponentsBy = "Name"
	SortTrialComponentsBy_CreationTime SortTrialComponentsBy = "CreationTime"
)

type SortTrialsBy 

type SortTrialsBy string
const (
	SortTrialsBy_Name         SortTrialsBy = "Name"
	SortTrialsBy_CreationTime SortTrialsBy = "CreationTime"
)

type SourceAlgorithm 

type SourceAlgorithm struct {
	AlgorithmName *string `json:"algorithmName,omitempty"`
	ModelDataURL  *string `json:"modelDataURL,omitempty"`
}

Specifies an algorithm that was used to create the model package. The algorithm must be either an algorithm resource in your Amazon SageMaker account or an algorithm in AWS Marketplace that you are subscribed to.

func (*SourceAlgorithm) DeepCopy 

func (in *SourceAlgorithm) DeepCopy() *SourceAlgorithm

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new SourceAlgorithm.

func (*SourceAlgorithm) DeepCopyInto 

func (in *SourceAlgorithm) DeepCopyInto(out *SourceAlgorithm)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type SourceAlgorithmSpecification added in v0.0.3 

type SourceAlgorithmSpecification struct {
	SourceAlgorithms []*SourceAlgorithm `json:"sourceAlgorithms,omitempty"`
}

A list of algorithms that were used to create a model package.

func (*SourceAlgorithmSpecification) DeepCopy added in v0.0.3 

func (in *SourceAlgorithmSpecification) DeepCopy() *SourceAlgorithmSpecification

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new SourceAlgorithmSpecification.

func (*SourceAlgorithmSpecification) DeepCopyInto added in v0.0.3 

func (in *SourceAlgorithmSpecification) DeepCopyInto(out *SourceAlgorithmSpecification)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type SplitType 

type SplitType string
const (
	SplitType_None     SplitType = "None"
	SplitType_Line     SplitType = "Line"
	SplitType_RecordIO SplitType = "RecordIO"
	SplitType_TFRecord SplitType = "TFRecord"
)

type StepStatus 

type StepStatus string
const (
	StepStatus_Starting  StepStatus = "Starting"
	StepStatus_Executing StepStatus = "Executing"
	StepStatus_Stopping  StepStatus = "Stopping"
	StepStatus_Stopped   StepStatus = "Stopped"
	StepStatus_Failed    StepStatus = "Failed"
	StepStatus_Succeeded StepStatus = "Succeeded"
)

type StoppingCondition 

type StoppingCondition struct {
	MaxRuntimeInSeconds  *int64 `json:"maxRuntimeInSeconds,omitempty"`
	MaxWaitTimeInSeconds *int64 `json:"maxWaitTimeInSeconds,omitempty"`
}

Specifies a limit to how long a model training or compilation job can run. It also specifies how long you are willing to wait for a managed spot training job to complete. When the job reaches the time limit, Amazon SageMaker ends the training or compilation job. Use this API to cap model training costs.

To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which delays job termination for 120 seconds. Algorithms can use this 120-second window to save the model artifacts, so the results of training are not lost.

The training algorithms provided by Amazon SageMaker automatically save the intermediate results of a model training job when possible. This attempt to save artifacts is only a best effort case as model might not be in a state from which it can be saved. For example, if training has just started, the model might not be ready to save. When saved, this intermediate data is a valid model artifact. You can use it to create a model with CreateModel.

The Neural Topic Model (NTM) currently does not support saving intermediate model artifacts. When training NTMs, make sure that the maximum runtime is sufficient for the training job to complete.

func (*StoppingCondition) DeepCopy 

func (in *StoppingCondition) DeepCopy() *StoppingCondition

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new StoppingCondition.

func (*StoppingCondition) DeepCopyInto 

func (in *StoppingCondition) DeepCopyInto(out *StoppingCondition)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type SubscribedWorkteam 

type SubscribedWorkteam struct {
	ListingID  *string `json:"listingID,omitempty"`
	SellerName *string `json:"sellerName,omitempty"`
}

Describes a work team of a vendor that does the a labelling job.

func (*SubscribedWorkteam) DeepCopy 

func (in *SubscribedWorkteam) DeepCopy() *SubscribedWorkteam

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new SubscribedWorkteam.

func (*SubscribedWorkteam) DeepCopyInto 

func (in *SubscribedWorkteam) DeepCopyInto(out *SubscribedWorkteam)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type Tag added in v0.0.3 

type Tag struct {
	Key   *string `json:"key,omitempty"`
	Value *string `json:"value,omitempty"`
}

Describes a tag.

func (*Tag) DeepCopy added in v0.0.3 

func (in *Tag) DeepCopy() *Tag

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Tag.

func (*Tag) DeepCopyInto added in v0.0.3 

func (in *Tag) DeepCopyInto(out *Tag)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TargetDevice 

type TargetDevice string
const (
	TargetDevice_lambda         TargetDevice = "lambda"
	TargetDevice_ml_m4          TargetDevice = "ml_m4"
	TargetDevice_ml_m5          TargetDevice = "ml_m5"
	TargetDevice_ml_c4          TargetDevice = "ml_c4"
	TargetDevice_ml_c5          TargetDevice = "ml_c5"
	TargetDevice_ml_p2          TargetDevice = "ml_p2"
	TargetDevice_ml_p3          TargetDevice = "ml_p3"
	TargetDevice_ml_g4dn        TargetDevice = "ml_g4dn"
	TargetDevice_ml_inf1        TargetDevice = "ml_inf1"
	TargetDevice_ml_eia2        TargetDevice = "ml_eia2"
	TargetDevice_jetson_tx1     TargetDevice = "jetson_tx1"
	TargetDevice_jetson_tx2     TargetDevice = "jetson_tx2"
	TargetDevice_jetson_nano    TargetDevice = "jetson_nano"
	TargetDevice_jetson_xavier  TargetDevice = "jetson_xavier"
	TargetDevice_rasp3b         TargetDevice = "rasp3b"
	TargetDevice_imx8qm         TargetDevice = "imx8qm"
	TargetDevice_deeplens       TargetDevice = "deeplens"
	TargetDevice_rk3399         TargetDevice = "rk3399"
	TargetDevice_rk3288         TargetDevice = "rk3288"
	TargetDevice_aisage         TargetDevice = "aisage"
	TargetDevice_sbe_c          TargetDevice = "sbe_c"
	TargetDevice_qcs605         TargetDevice = "qcs605"
	TargetDevice_qcs603         TargetDevice = "qcs603"
	TargetDevice_sitara_am57x   TargetDevice = "sitara_am57x"
	TargetDevice_amba_cv22      TargetDevice = "amba_cv22"
	TargetDevice_x86_win32      TargetDevice = "x86_win32"
	TargetDevice_x86_win64      TargetDevice = "x86_win64"
	TargetDevice_coreml         TargetDevice = "coreml"
	TargetDevice_jacinto_tda4vm TargetDevice = "jacinto_tda4vm"
)

type TargetPlatformAccelerator 

type TargetPlatformAccelerator string
const (
	TargetPlatformAccelerator_INTEL_GRAPHICS TargetPlatformAccelerator = "INTEL_GRAPHICS"
	TargetPlatformAccelerator_MALI           TargetPlatformAccelerator = "MALI"
	TargetPlatformAccelerator_NVIDIA         TargetPlatformAccelerator = "NVIDIA"
)

type TargetPlatformArch 

type TargetPlatformArch string
const (
	TargetPlatformArch_X86_64     TargetPlatformArch = "X86_64"
	TargetPlatformArch_X86        TargetPlatformArch = "X86"
	TargetPlatformArch_ARM64      TargetPlatformArch = "ARM64"
	TargetPlatformArch_ARM_EABI   TargetPlatformArch = "ARM_EABI"
	TargetPlatformArch_ARM_EABIHF TargetPlatformArch = "ARM_EABIHF"
)

type TargetPlatformOs 

type TargetPlatformOs string
const (
	TargetPlatformOs_ANDROID TargetPlatformOs = "ANDROID"
	TargetPlatformOs_LINUX   TargetPlatformOs = "LINUX"
)

type TensorBoardAppSettings added in v0.3.0 

type TensorBoardAppSettings struct {
	// Specifies the ARN's of a SageMaker image and SageMaker image version, and
	// the instance type that the version runs on.
	DefaultResourceSpec *ResourceSpec `json:"defaultResourceSpec,omitempty"`
}

The TensorBoard app settings.

func (*TensorBoardAppSettings) DeepCopy added in v0.3.0 

func (in *TensorBoardAppSettings) DeepCopy() *TensorBoardAppSettings

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TensorBoardAppSettings.

func (*TensorBoardAppSettings) DeepCopyInto added in v0.3.0 

func (in *TensorBoardAppSettings) DeepCopyInto(out *TensorBoardAppSettings)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TensorBoardOutputConfig 

type TensorBoardOutputConfig struct {
	LocalPath    *string `json:"localPath,omitempty"`
	S3OutputPath *string `json:"s3OutputPath,omitempty"`
}

Configuration of storage locations for the Debugger TensorBoard output data.

func (*TensorBoardOutputConfig) DeepCopy 

func (in *TensorBoardOutputConfig) DeepCopy() *TensorBoardOutputConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TensorBoardOutputConfig.

func (*TensorBoardOutputConfig) DeepCopyInto 

func (in *TensorBoardOutputConfig) DeepCopyInto(out *TensorBoardOutputConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TrafficRoutingConfig 

type TrafficRoutingConfig struct {
	// Currently, the CapacitySize API is not supported.
	CanarySize            *CapacitySize `json:"canarySize,omitempty"`
	Type                  *string       `json:"type_,omitempty"`
	WaitIntervalInSeconds *int64        `json:"waitIntervalInSeconds,omitempty"`
}

Currently, the TrafficRoutingConfig API is not supported.

func (*TrafficRoutingConfig) DeepCopy 

func (in *TrafficRoutingConfig) DeepCopy() *TrafficRoutingConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TrafficRoutingConfig.

func (*TrafficRoutingConfig) DeepCopyInto 

func (in *TrafficRoutingConfig) DeepCopyInto(out *TrafficRoutingConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TrafficRoutingConfigType 

type TrafficRoutingConfigType string
const (
	TrafficRoutingConfigType_ALL_AT_ONCE TrafficRoutingConfigType = "ALL_AT_ONCE"
	TrafficRoutingConfigType_CANARY      TrafficRoutingConfigType = "CANARY"
)

type TrainingInputMode 

type TrainingInputMode string
const (
	TrainingInputMode_Pipe TrainingInputMode = "Pipe"
	TrainingInputMode_File TrainingInputMode = "File"
)

type TrainingInstanceType 

type TrainingInstanceType string
const (
	TrainingInstanceType_ml_m4_xlarge     TrainingInstanceType = "ml.m4.xlarge"
	TrainingInstanceType_ml_m4_2xlarge    TrainingInstanceType = "ml.m4.2xlarge"
	TrainingInstanceType_ml_m4_4xlarge    TrainingInstanceType = "ml.m4.4xlarge"
	TrainingInstanceType_ml_m4_10xlarge   TrainingInstanceType = "ml.m4.10xlarge"
	TrainingInstanceType_ml_m4_16xlarge   TrainingInstanceType = "ml.m4.16xlarge"
	TrainingInstanceType_ml_g4dn_xlarge   TrainingInstanceType = "ml.g4dn.xlarge"
	TrainingInstanceType_ml_g4dn_2xlarge  TrainingInstanceType = "ml.g4dn.2xlarge"
	TrainingInstanceType_ml_g4dn_4xlarge  TrainingInstanceType = "ml.g4dn.4xlarge"
	TrainingInstanceType_ml_g4dn_8xlarge  TrainingInstanceType = "ml.g4dn.8xlarge"
	TrainingInstanceType_ml_g4dn_12xlarge TrainingInstanceType = "ml.g4dn.12xlarge"
	TrainingInstanceType_ml_g4dn_16xlarge TrainingInstanceType = "ml.g4dn.16xlarge"
	TrainingInstanceType_ml_m5_large      TrainingInstanceType = "ml.m5.large"
	TrainingInstanceType_ml_m5_xlarge     TrainingInstanceType = "ml.m5.xlarge"
	TrainingInstanceType_ml_m5_2xlarge    TrainingInstanceType = "ml.m5.2xlarge"
	TrainingInstanceType_ml_m5_4xlarge    TrainingInstanceType = "ml.m5.4xlarge"
	TrainingInstanceType_ml_m5_12xlarge   TrainingInstanceType = "ml.m5.12xlarge"
	TrainingInstanceType_ml_m5_24xlarge   TrainingInstanceType = "ml.m5.24xlarge"
	TrainingInstanceType_ml_c4_xlarge     TrainingInstanceType = "ml.c4.xlarge"
	TrainingInstanceType_ml_c4_2xlarge    TrainingInstanceType = "ml.c4.2xlarge"
	TrainingInstanceType_ml_c4_4xlarge    TrainingInstanceType = "ml.c4.4xlarge"
	TrainingInstanceType_ml_c4_8xlarge    TrainingInstanceType = "ml.c4.8xlarge"
	TrainingInstanceType_ml_p2_xlarge     TrainingInstanceType = "ml.p2.xlarge"
	TrainingInstanceType_ml_p2_8xlarge    TrainingInstanceType = "ml.p2.8xlarge"
	TrainingInstanceType_ml_p2_16xlarge   TrainingInstanceType = "ml.p2.16xlarge"
	TrainingInstanceType_ml_p3_2xlarge    TrainingInstanceType = "ml.p3.2xlarge"
	TrainingInstanceType_ml_p3_8xlarge    TrainingInstanceType = "ml.p3.8xlarge"
	TrainingInstanceType_ml_p3_16xlarge   TrainingInstanceType = "ml.p3.16xlarge"
	TrainingInstanceType_ml_p3dn_24xlarge TrainingInstanceType = "ml.p3dn.24xlarge"
	TrainingInstanceType_ml_p4d_24xlarge  TrainingInstanceType = "ml.p4d.24xlarge"
	TrainingInstanceType_ml_c5_xlarge     TrainingInstanceType = "ml.c5.xlarge"
	TrainingInstanceType_ml_c5_2xlarge    TrainingInstanceType = "ml.c5.2xlarge"
	TrainingInstanceType_ml_c5_4xlarge    TrainingInstanceType = "ml.c5.4xlarge"
	TrainingInstanceType_ml_c5_9xlarge    TrainingInstanceType = "ml.c5.9xlarge"
	TrainingInstanceType_ml_c5_18xlarge   TrainingInstanceType = "ml.c5.18xlarge"
	TrainingInstanceType_ml_c5n_xlarge    TrainingInstanceType = "ml.c5n.xlarge"
	TrainingInstanceType_ml_c5n_2xlarge   TrainingInstanceType = "ml.c5n.2xlarge"
	TrainingInstanceType_ml_c5n_4xlarge   TrainingInstanceType = "ml.c5n.4xlarge"
	TrainingInstanceType_ml_c5n_9xlarge   TrainingInstanceType = "ml.c5n.9xlarge"
	TrainingInstanceType_ml_c5n_18xlarge  TrainingInstanceType = "ml.c5n.18xlarge"
)

type TrainingJob 

type TrainingJob struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty"`
	Spec              TrainingJobSpec   `json:"spec,omitempty"`
	Status            TrainingJobStatus `json:"status,omitempty"`
}

TrainingJob is the Schema for the TrainingJobs API +kubebuilder:object:root=true +kubebuilder:subresource:status +kubebuilder:printcolumn:name="FAILURE-REASON",type=string,priority=1,JSONPath=`.status.failureReason` +kubebuilder:printcolumn:name="SECONDARY-STATUS",type=string,priority=0,JSONPath=`.status.secondaryStatus` +kubebuilder:printcolumn:name="STATUS",type=string,priority=0,JSONPath=`.status.trainingJobStatus`

func (*TrainingJob) DeepCopy 

func (in *TrainingJob) DeepCopy() *TrainingJob

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TrainingJob.

func (*TrainingJob) DeepCopyInto 

func (in *TrainingJob) DeepCopyInto(out *TrainingJob)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*TrainingJob) DeepCopyObject 

func (in *TrainingJob) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type TrainingJobDefinition 

type TrainingJobDefinition struct {
	HyperParameters map[string]*string `json:"hyperParameters,omitempty"`
	InputDataConfig []*Channel         `json:"inputDataConfig,omitempty"`
	// Provides information about how to store model training results (model artifacts).
	OutputDataConfig *OutputDataConfig `json:"outputDataConfig,omitempty"`
	// Describes the resources, including ML compute instances and ML storage volumes,
	// to use for model training.
	ResourceConfig *ResourceConfig `json:"resourceConfig,omitempty"`
	// Specifies a limit to how long a model training or compilation job can run.
	// It also specifies how long you are willing to wait for a managed spot training
	// job to complete. When the job reaches the time limit, Amazon SageMaker ends
	// the training or compilation job. Use this API to cap model training costs.
	//
	// To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which
	// delays job termination for 120 seconds. Algorithms can use this 120-second
	// window to save the model artifacts, so the results of training are not lost.
	//
	// The training algorithms provided by Amazon SageMaker automatically save the
	// intermediate results of a model training job when possible. This attempt
	// to save artifacts is only a best effort case as model might not be in a state
	// from which it can be saved. For example, if training has just started, the
	// model might not be ready to save. When saved, this intermediate data is a
	// valid model artifact. You can use it to create a model with CreateModel.
	//
	// The Neural Topic Model (NTM) currently does not support saving intermediate
	// model artifacts. When training NTMs, make sure that the maximum runtime is
	// sufficient for the training job to complete.
	StoppingCondition *StoppingCondition `json:"stoppingCondition,omitempty"`
	TrainingInputMode *string            `json:"trainingInputMode,omitempty"`
}

Defines the input needed to run a training job using the algorithm.

func (*TrainingJobDefinition) DeepCopy 

func (in *TrainingJobDefinition) DeepCopy() *TrainingJobDefinition

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TrainingJobDefinition.

func (*TrainingJobDefinition) DeepCopyInto 

func (in *TrainingJobDefinition) DeepCopyInto(out *TrainingJobDefinition)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TrainingJobEarlyStoppingType 

type TrainingJobEarlyStoppingType string
const (
	TrainingJobEarlyStoppingType_Off  TrainingJobEarlyStoppingType = "Off"
	TrainingJobEarlyStoppingType_Auto TrainingJobEarlyStoppingType = "Auto"
)

type TrainingJobList 

type TrainingJobList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty"`
	Items           []TrainingJob `json:"items"`
}

TrainingJobList contains a list of TrainingJob +kubebuilder:object:root=true

func (*TrainingJobList) DeepCopy 

func (in *TrainingJobList) DeepCopy() *TrainingJobList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TrainingJobList.

func (*TrainingJobList) DeepCopyInto 

func (in *TrainingJobList) DeepCopyInto(out *TrainingJobList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*TrainingJobList) DeepCopyObject 

func (in *TrainingJobList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type TrainingJobSortByOptions 

type TrainingJobSortByOptions string
const (
	TrainingJobSortByOptions_Name                      TrainingJobSortByOptions = "Name"
	TrainingJobSortByOptions_CreationTime              TrainingJobSortByOptions = "CreationTime"
	TrainingJobSortByOptions_Status                    TrainingJobSortByOptions = "Status"
	TrainingJobSortByOptions_FinalObjectiveMetricValue TrainingJobSortByOptions = "FinalObjectiveMetricValue"
)

type TrainingJobSpec 

type TrainingJobSpec struct {
	// The registry path of the Docker image that contains the training algorithm
	// and algorithm-specific metadata, including the input mode. For more information
	// about algorithms provided by Amazon SageMaker, see Algorithms (https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html).
	// For information about providing your own algorithms, see Using Your Own Algorithms
	// with Amazon SageMaker (https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html).
	// +kubebuilder:validation:Required
	AlgorithmSpecification *AlgorithmSpecification `json:"algorithmSpecification"`
	// Contains information about the output location for managed spot training
	// checkpoint data.
	CheckpointConfig *CheckpointConfig `json:"checkpointConfig,omitempty"`

	DebugHookConfig *DebugHookConfig `json:"debugHookConfig,omitempty"`
	// Configuration information for Debugger rules for debugging output tensors.
	DebugRuleConfigurations []*DebugRuleConfiguration `json:"debugRuleConfigurations,omitempty"`
	// To encrypt all communications between ML compute instances in distributed
	// training, choose True. Encryption provides greater security for distributed
	// training, but training might take longer. How long it takes depends on the
	// amount of communication between compute instances, especially if you use
	// a deep learning algorithm in distributed training. For more information,
	// see Protect Communications Between ML Compute Instances in a Distributed
	// Training Job (https://docs.aws.amazon.com/sagemaker/latest/dg/train-encrypt.html).
	EnableInterContainerTrafficEncryption *bool `json:"enableInterContainerTrafficEncryption,omitempty"`
	// To train models using managed spot training, choose True. Managed spot training
	// provides a fully managed and scalable infrastructure for training machine
	// learning models. this option is useful when training jobs can be interrupted
	// and when there is flexibility when the training job is run.
	//
	// The complete and intermediate results of jobs are stored in an Amazon S3
	// bucket, and can be used as a starting point to train models incrementally.
	// Amazon SageMaker provides metrics and logs in CloudWatch. They can be used
	// to see when managed spot training jobs are running, interrupted, resumed,
	// or completed.
	EnableManagedSpotTraining *bool `json:"enableManagedSpotTraining,omitempty"`
	// Isolates the training container. No inbound or outbound network calls can
	// be made, except for calls between peers within a training cluster for distributed
	// training. If you enable network isolation for training jobs that are configured
	// to use a VPC, Amazon SageMaker downloads and uploads customer data and model
	// artifacts through the specified VPC, but the training container does not
	// have network access.
	EnableNetworkIsolation *bool `json:"enableNetworkIsolation,omitempty"`
	// The environment variables to set in the Docker container.
	Environment map[string]*string `json:"environment,omitempty"`

	ExperimentConfig *ExperimentConfig `json:"experimentConfig,omitempty"`
	// Algorithm-specific parameters that influence the quality of the model. You
	// set hyperparameters before you start the learning process. For a list of
	// hyperparameters for each training algorithm provided by Amazon SageMaker,
	// see Algorithms (https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html).
	//
	// You can specify a maximum of 100 hyperparameters. Each hyperparameter is
	// a key-value pair. Each key and value is limited to 256 characters, as specified
	// by the Length Constraint.
	HyperParameters map[string]*string `json:"hyperParameters,omitempty"`
	// An array of Channel objects. Each channel is a named input source. InputDataConfig
	// describes the input data and its location.
	//
	// Algorithms can accept input data from one or more channels. For example,
	// an algorithm might have two channels of input data, training_data and validation_data.
	// The configuration for each channel provides the S3, EFS, or FSx location
	// where the input data is stored. It also provides information about the stored
	// data: the MIME type, compression method, and whether the data is wrapped
	// in RecordIO format.
	//
	// Depending on the input mode that the algorithm supports, Amazon SageMaker
	// either copies input data files from an S3 bucket to a local directory in
	// the Docker container, or makes it available as input streams. For example,
	// if you specify an EFS location, input data files will be made available as
	// input streams. They do not need to be downloaded.
	InputDataConfig []*Channel `json:"inputDataConfig,omitempty"`
	// Specifies the path to the S3 location where you want to store model artifacts.
	// Amazon SageMaker creates subfolders for the artifacts.
	// +kubebuilder:validation:Required
	OutputDataConfig *OutputDataConfig `json:"outputDataConfig"`

	ProfilerConfig *ProfilerConfig `json:"profilerConfig,omitempty"`
	// Configuration information for Debugger rules for profiling system and framework
	// metrics.
	ProfilerRuleConfigurations []*ProfilerRuleConfiguration `json:"profilerRuleConfigurations,omitempty"`
	// The resources, including the ML compute instances and ML storage volumes,
	// to use for model training.
	//
	// ML storage volumes store model artifacts and incremental states. Training
	// algorithms might also use ML storage volumes for scratch space. If you want
	// Amazon SageMaker to use the ML storage volume to store the training data,
	// choose File as the TrainingInputMode in the algorithm specification. For
	// distributed training algorithms, specify an instance count greater than 1.
	// +kubebuilder:validation:Required
	ResourceConfig *ResourceConfig `json:"resourceConfig"`
	// The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume
	// to perform tasks on your behalf.
	//
	// During model training, Amazon SageMaker needs your permission to read input
	// data from an S3 bucket, download a Docker image that contains training code,
	// write model artifacts to an S3 bucket, write logs to Amazon CloudWatch Logs,
	// and publish metrics to Amazon CloudWatch. You grant permissions for all of
	// these tasks to an IAM role. For more information, see Amazon SageMaker Roles
	// (https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html).
	//
	// To be able to pass this role to Amazon SageMaker, the caller of this API
	// must have the iam:PassRole permission.
	// +kubebuilder:validation:Required
	RoleARN *string `json:"roleARN"`
	// Specifies a limit to how long a model training job can run. When the job
	// reaches the time limit, Amazon SageMaker ends the training job. Use this
	// API to cap model training costs.
	//
	// To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which
	// delays job termination for 120 seconds. Algorithms can use this 120-second
	// window to save the model artifacts, so the results of training are not lost.
	// +kubebuilder:validation:Required
	StoppingCondition *StoppingCondition `json:"stoppingCondition"`
	// An array of key-value pairs. You can use tags to categorize your AWS resources
	// in different ways, for example, by purpose, owner, or environment. For more
	// information, see Tagging AWS Resources (https://docs.aws.amazon.com/general/latest/gr/aws_tagging.html).
	Tags []*Tag `json:"tags,omitempty"`

	TensorBoardOutputConfig *TensorBoardOutputConfig `json:"tensorBoardOutputConfig,omitempty"`
	// The name of the training job. The name must be unique within an AWS Region
	// in an AWS account.
	// +kubebuilder:validation:Required
	TrainingJobName *string `json:"trainingJobName"`
	// A VpcConfig object that specifies the VPC that you want your training job
	// to connect to. Control access to and from your training container by configuring
	// the VPC. For more information, see Protect Training Jobs by Using an Amazon
	// Virtual Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html).
	VPCConfig *VPCConfig `json:"vpcConfig,omitempty"`
}

TrainingJobSpec defines the desired state of TrainingJob.

Contains information about a training job.

func (*TrainingJobSpec) DeepCopy 

func (in *TrainingJobSpec) DeepCopy() *TrainingJobSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TrainingJobSpec.

func (*TrainingJobSpec) DeepCopyInto 

func (in *TrainingJobSpec) DeepCopyInto(out *TrainingJobSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TrainingJobStatus 

type TrainingJobStatus struct {
	// All CRs managed by ACK have a common `Status.ACKResourceMetadata` member
	// that is used to contain resource sync state, account ownership,
	// constructed ARN for the resource
	// +kubebuilder:validation:Optional
	ACKResourceMetadata *ackv1alpha1.ResourceMetadata `json:"ackResourceMetadata"`
	// All CRS managed by ACK have a common `Status.Conditions` member that
	// contains a collection of `ackv1alpha1.Condition` objects that describe
	// the various terminal states of the CR and its backend AWS service API
	// resource
	// +kubebuilder:validation:Optional
	Conditions []*ackv1alpha1.Condition `json:"conditions"`
	// Evaluation status of Debugger rules for debugging on a training job.
	// +kubebuilder:validation:Optional
	DebugRuleEvaluationStatuses []*DebugRuleEvaluationStatus `json:"debugRuleEvaluationStatuses,omitempty"`
	// If the training job failed, the reason it failed.
	// +kubebuilder:validation:Optional
	FailureReason *string `json:"failureReason,omitempty"`
	// Information about the Amazon S3 location that is configured for storing model
	// artifacts.
	// +kubebuilder:validation:Optional
	ModelArtifacts *ModelArtifacts `json:"modelArtifacts,omitempty"`
	// Evaluation status of Debugger rules for profiling on a training job.
	// +kubebuilder:validation:Optional
	ProfilerRuleEvaluationStatuses []*ProfilerRuleEvaluationStatus `json:"profilerRuleEvaluationStatuses,omitempty"`
	// Provides detailed information about the state of the training job. For detailed
	// information on the secondary status of the training job, see StatusMessage
	// under SecondaryStatusTransition.
	//
	// Amazon SageMaker provides primary statuses and secondary statuses that apply
	// to each of them:
	//
	// InProgress
	//
	//    * Starting - Starting the training job.
	//
	//    * Downloading - An optional stage for algorithms that support File training
	//    input mode. It indicates that data is being downloaded to the ML storage
	//    volumes.
	//
	//    * Training - Training is in progress.
	//
	//    * Interrupted - The job stopped because the managed spot training instances
	//    were interrupted.
	//
	//    * Uploading - Training is complete and the model artifacts are being uploaded
	//    to the S3 location.
	//
	// Completed
	//
	//    * Completed - The training job has completed.
	//
	// Failed
	//
	//    * Failed - The training job has failed. The reason for the failure is
	//    returned in the FailureReason field of DescribeTrainingJobResponse.
	//
	// Stopped
	//
	//    * MaxRuntimeExceeded - The job stopped because it exceeded the maximum
	//    allowed runtime.
	//
	//    * MaxWaitTimeExceeded - The job stopped because it exceeded the maximum
	//    allowed wait time.
	//
	//    * Stopped - The training job has stopped.
	//
	// Stopping
	//
	//    * Stopping - Stopping the training job.
	//
	// Valid values for SecondaryStatus are subject to change.
	//
	// We no longer support the following secondary statuses:
	//
	//    * LaunchingMLInstances
	//
	//    * PreparingTrainingStack
	//
	//    * DownloadingTrainingImage
	// +kubebuilder:validation:Optional
	SecondaryStatus *string `json:"secondaryStatus,omitempty"`
	// The status of the training job.
	//
	// Amazon SageMaker provides the following training job statuses:
	//
	//    * InProgress - The training is in progress.
	//
	//    * Completed - The training job has completed.
	//
	//    * Failed - The training job has failed. To see the reason for the failure,
	//    see the FailureReason field in the response to a DescribeTrainingJobResponse
	//    call.
	//
	//    * Stopping - The training job is stopping.
	//
	//    * Stopped - The training job has stopped.
	//
	// For more detailed information, see SecondaryStatus.
	// +kubebuilder:validation:Optional
	TrainingJobStatus *string `json:"trainingJobStatus,omitempty"`
}

TrainingJobStatus defines the observed state of TrainingJob

func (*TrainingJobStatus) DeepCopy 

func (in *TrainingJobStatus) DeepCopy() *TrainingJobStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TrainingJobStatus.

func (*TrainingJobStatus) DeepCopyInto 

func (in *TrainingJobStatus) DeepCopyInto(out *TrainingJobStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TrainingJobStatusCounters 

type TrainingJobStatusCounters struct {
	Completed         *int64 `json:"completed,omitempty"`
	InProgress        *int64 `json:"inProgress,omitempty"`
	NonRetryableError *int64 `json:"nonRetryableError,omitempty"`
	RetryableError    *int64 `json:"retryableError,omitempty"`
	Stopped           *int64 `json:"stopped,omitempty"`
}

The numbers of training jobs launched by a hyperparameter tuning job, categorized by status.

func (*TrainingJobStatusCounters) DeepCopy 

func (in *TrainingJobStatusCounters) DeepCopy() *TrainingJobStatusCounters

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TrainingJobStatusCounters.

func (*TrainingJobStatusCounters) DeepCopyInto 

func (in *TrainingJobStatusCounters) DeepCopyInto(out *TrainingJobStatusCounters)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TrainingJobStatus_SDK 

type TrainingJobStatus_SDK string
const (
	TrainingJobStatus_SDK_InProgress TrainingJobStatus_SDK = "InProgress"
	TrainingJobStatus_SDK_Completed  TrainingJobStatus_SDK = "Completed"
	TrainingJobStatus_SDK_Failed     TrainingJobStatus_SDK = "Failed"
	TrainingJobStatus_SDK_Stopping   TrainingJobStatus_SDK = "Stopping"
	TrainingJobStatus_SDK_Stopped    TrainingJobStatus_SDK = "Stopped"
)

type TrainingJobStepMetadata 

type TrainingJobStepMetadata struct {
	ARN *string `json:"arn,omitempty"`
}

Metadata for a training job step.

func (*TrainingJobStepMetadata) DeepCopy 

func (in *TrainingJobStepMetadata) DeepCopy() *TrainingJobStepMetadata

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TrainingJobStepMetadata.

func (*TrainingJobStepMetadata) DeepCopyInto 

func (in *TrainingJobStepMetadata) DeepCopyInto(out *TrainingJobStepMetadata)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TrainingJobSummary 

type TrainingJobSummary struct {
	CreationTime      *metav1.Time `json:"creationTime,omitempty"`
	LastModifiedTime  *metav1.Time `json:"lastModifiedTime,omitempty"`
	TrainingEndTime   *metav1.Time `json:"trainingEndTime,omitempty"`
	TrainingJobARN    *string      `json:"trainingJobARN,omitempty"`
	TrainingJobName   *string      `json:"trainingJobName,omitempty"`
	TrainingJobStatus *string      `json:"trainingJobStatus,omitempty"`
}

Provides summary information about a training job.

func (*TrainingJobSummary) DeepCopy 

func (in *TrainingJobSummary) DeepCopy() *TrainingJobSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TrainingJobSummary.

func (*TrainingJobSummary) DeepCopyInto 

func (in *TrainingJobSummary) DeepCopyInto(out *TrainingJobSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TrainingJob_SDK 

type TrainingJob_SDK struct {
	// Specifies the training algorithm to use in a CreateTrainingJob request.
	//
	// For more information about algorithms provided by Amazon SageMaker, see Algorithms
	// (https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html). For information
	// about using your own algorithms, see Using Your Own Algorithms with Amazon
	// SageMaker (https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html).
	AlgorithmSpecification *AlgorithmSpecification `json:"algorithmSpecification,omitempty"`
	AutoMLJobARN           *string                 `json:"autoMLJobARN,omitempty"`
	BillableTimeInSeconds  *int64                  `json:"billableTimeInSeconds,omitempty"`
	// Contains information about the output location for managed spot training
	// checkpoint data.
	CheckpointConfig *CheckpointConfig `json:"checkpointConfig,omitempty"`
	CreationTime     *metav1.Time      `json:"creationTime,omitempty"`
	// Configuration information for the Debugger hook parameters, metric and tensor
	// collections, and storage paths. To learn more about how to configure the
	// DebugHookConfig parameter, see Use the SageMaker and Debugger Configuration
	// API Operations to Create, Update, and Debug Your Training Job (https://docs.aws.amazon.com/sagemaker/latest/dg/debugger-createtrainingjob-api.html).
	DebugHookConfig                       *DebugHookConfig             `json:"debugHookConfig,omitempty"`
	DebugRuleConfigurations               []*DebugRuleConfiguration    `json:"debugRuleConfigurations,omitempty"`
	DebugRuleEvaluationStatuses           []*DebugRuleEvaluationStatus `json:"debugRuleEvaluationStatuses,omitempty"`
	EnableInterContainerTrafficEncryption *bool                        `json:"enableInterContainerTrafficEncryption,omitempty"`
	EnableManagedSpotTraining             *bool                        `json:"enableManagedSpotTraining,omitempty"`
	EnableNetworkIsolation                *bool                        `json:"enableNetworkIsolation,omitempty"`
	Environment                           map[string]*string           `json:"environment,omitempty"`
	// Associates a SageMaker job as a trial component with an experiment and trial.
	// Specified when you call the following APIs:
	//
	//    * CreateProcessingJob
	//
	//    * CreateTrainingJob
	//
	//    * CreateTransformJob
	ExperimentConfig    *ExperimentConfig  `json:"experimentConfig,omitempty"`
	FailureReason       *string            `json:"failureReason,omitempty"`
	FinalMetricDataList []*MetricData      `json:"finalMetricDataList,omitempty"`
	HyperParameters     map[string]*string `json:"hyperParameters,omitempty"`
	InputDataConfig     []*Channel         `json:"inputDataConfig,omitempty"`
	LabelingJobARN      *string            `json:"labelingJobARN,omitempty"`
	LastModifiedTime    *metav1.Time       `json:"lastModifiedTime,omitempty"`
	// Provides information about the location that is configured for storing model
	// artifacts.
	//
	// Model artifacts are the output that results from training a model, and typically
	// consist of trained parameters, a model defintion that desribes how to compute
	// inferences, and other metadata.
	ModelArtifacts *ModelArtifacts `json:"modelArtifacts,omitempty"`
	// Provides information about how to store model training results (model artifacts).
	OutputDataConfig *OutputDataConfig `json:"outputDataConfig,omitempty"`
	// Describes the resources, including ML compute instances and ML storage volumes,
	// to use for model training.
	ResourceConfig             *ResourceConfig              `json:"resourceConfig,omitempty"`
	RoleARN                    *string                      `json:"roleARN,omitempty"`
	SecondaryStatus            *string                      `json:"secondaryStatus,omitempty"`
	SecondaryStatusTransitions []*SecondaryStatusTransition `json:"secondaryStatusTransitions,omitempty"`
	// Specifies a limit to how long a model training or compilation job can run.
	// It also specifies how long you are willing to wait for a managed spot training
	// job to complete. When the job reaches the time limit, Amazon SageMaker ends
	// the training or compilation job. Use this API to cap model training costs.
	//
	// To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which
	// delays job termination for 120 seconds. Algorithms can use this 120-second
	// window to save the model artifacts, so the results of training are not lost.
	//
	// The training algorithms provided by Amazon SageMaker automatically save the
	// intermediate results of a model training job when possible. This attempt
	// to save artifacts is only a best effort case as model might not be in a state
	// from which it can be saved. For example, if training has just started, the
	// model might not be ready to save. When saved, this intermediate data is a
	// valid model artifact. You can use it to create a model with CreateModel.
	//
	// The Neural Topic Model (NTM) currently does not support saving intermediate
	// model artifacts. When training NTMs, make sure that the maximum runtime is
	// sufficient for the training job to complete.
	StoppingCondition *StoppingCondition `json:"stoppingCondition,omitempty"`
	Tags              []*Tag             `json:"tags,omitempty"`
	// Configuration of storage locations for the Debugger TensorBoard output data.
	TensorBoardOutputConfig *TensorBoardOutputConfig `json:"tensorBoardOutputConfig,omitempty"`
	TrainingEndTime         *metav1.Time             `json:"trainingEndTime,omitempty"`
	TrainingJobARN          *string                  `json:"trainingJobARN,omitempty"`
	TrainingJobName         *string                  `json:"trainingJobName,omitempty"`
	TrainingJobStatus       *string                  `json:"trainingJobStatus,omitempty"`
	TrainingStartTime       *metav1.Time             `json:"trainingStartTime,omitempty"`
	TrainingTimeInSeconds   *int64                   `json:"trainingTimeInSeconds,omitempty"`
	TuningJobARN            *string                  `json:"tuningJobARN,omitempty"`
	// Specifies a VPC that your training jobs and hosted models have access to.
	// Control access to and from your training and model containers by configuring
	// the VPC. For more information, see Protect Endpoints by Using an Amazon Virtual
	// Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html)
	// and Protect Training Jobs by Using an Amazon Virtual Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html).
	VPCConfig *VPCConfig `json:"vpcConfig,omitempty"`
}

Contains information about a training job.

func (*TrainingJob_SDK) DeepCopy 

func (in *TrainingJob_SDK) DeepCopy() *TrainingJob_SDK

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TrainingJob_SDK.

func (*TrainingJob_SDK) DeepCopyInto 

func (in *TrainingJob_SDK) DeepCopyInto(out *TrainingJob_SDK)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TrainingSpecification 

type TrainingSpecification struct {
	MetricDefinitions           []*MetricDefinition `json:"metricDefinitions,omitempty"`
	SupportsDistributedTraining *bool               `json:"supportsDistributedTraining,omitempty"`
	TrainingImage               *string             `json:"trainingImage,omitempty"`
	TrainingImageDigest         *string             `json:"trainingImageDigest,omitempty"`
}

Defines how the algorithm is used for a training job.

func (*TrainingSpecification) DeepCopy 

func (in *TrainingSpecification) DeepCopy() *TrainingSpecification

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TrainingSpecification.

func (*TrainingSpecification) DeepCopyInto 

func (in *TrainingSpecification) DeepCopyInto(out *TrainingSpecification)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TransformDataSource 

type TransformDataSource struct {
	// Describes the S3 data source.
	S3DataSource *TransformS3DataSource `json:"s3DataSource,omitempty"`
}

Describes the location of the channel data.

func (*TransformDataSource) DeepCopy 

func (in *TransformDataSource) DeepCopy() *TransformDataSource

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TransformDataSource.

func (*TransformDataSource) DeepCopyInto 

func (in *TransformDataSource) DeepCopyInto(out *TransformDataSource)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TransformInput 

type TransformInput struct {
	CompressionType *string `json:"compressionType,omitempty"`
	ContentType     *string `json:"contentType,omitempty"`
	// Describes the location of the channel data.
	DataSource *TransformDataSource `json:"dataSource,omitempty"`
	SplitType  *string              `json:"splitType,omitempty"`
}

Describes the input source of a transform job and the way the transform job consumes it.

func (*TransformInput) DeepCopy 

func (in *TransformInput) DeepCopy() *TransformInput

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TransformInput.

func (*TransformInput) DeepCopyInto 

func (in *TransformInput) DeepCopyInto(out *TransformInput)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TransformInstanceType 

type TransformInstanceType string
const (
	TransformInstanceType_ml_m4_xlarge   TransformInstanceType = "ml.m4.xlarge"
	TransformInstanceType_ml_m4_2xlarge  TransformInstanceType = "ml.m4.2xlarge"
	TransformInstanceType_ml_m4_4xlarge  TransformInstanceType = "ml.m4.4xlarge"
	TransformInstanceType_ml_m4_10xlarge TransformInstanceType = "ml.m4.10xlarge"
	TransformInstanceType_ml_m4_16xlarge TransformInstanceType = "ml.m4.16xlarge"
	TransformInstanceType_ml_c4_xlarge   TransformInstanceType = "ml.c4.xlarge"
	TransformInstanceType_ml_c4_2xlarge  TransformInstanceType = "ml.c4.2xlarge"
	TransformInstanceType_ml_c4_4xlarge  TransformInstanceType = "ml.c4.4xlarge"
	TransformInstanceType_ml_c4_8xlarge  TransformInstanceType = "ml.c4.8xlarge"
	TransformInstanceType_ml_p2_xlarge   TransformInstanceType = "ml.p2.xlarge"
	TransformInstanceType_ml_p2_8xlarge  TransformInstanceType = "ml.p2.8xlarge"
	TransformInstanceType_ml_p2_16xlarge TransformInstanceType = "ml.p2.16xlarge"
	TransformInstanceType_ml_p3_2xlarge  TransformInstanceType = "ml.p3.2xlarge"
	TransformInstanceType_ml_p3_8xlarge  TransformInstanceType = "ml.p3.8xlarge"
	TransformInstanceType_ml_p3_16xlarge TransformInstanceType = "ml.p3.16xlarge"
	TransformInstanceType_ml_c5_xlarge   TransformInstanceType = "ml.c5.xlarge"
	TransformInstanceType_ml_c5_2xlarge  TransformInstanceType = "ml.c5.2xlarge"
	TransformInstanceType_ml_c5_4xlarge  TransformInstanceType = "ml.c5.4xlarge"
	TransformInstanceType_ml_c5_9xlarge  TransformInstanceType = "ml.c5.9xlarge"
	TransformInstanceType_ml_c5_18xlarge TransformInstanceType = "ml.c5.18xlarge"
	TransformInstanceType_ml_m5_large    TransformInstanceType = "ml.m5.large"
	TransformInstanceType_ml_m5_xlarge   TransformInstanceType = "ml.m5.xlarge"
	TransformInstanceType_ml_m5_2xlarge  TransformInstanceType = "ml.m5.2xlarge"
	TransformInstanceType_ml_m5_4xlarge  TransformInstanceType = "ml.m5.4xlarge"
	TransformInstanceType_ml_m5_12xlarge TransformInstanceType = "ml.m5.12xlarge"
	TransformInstanceType_ml_m5_24xlarge TransformInstanceType = "ml.m5.24xlarge"
)

type TransformJob 

type TransformJob struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty"`
	Spec              TransformJobSpec   `json:"spec,omitempty"`
	Status            TransformJobStatus `json:"status,omitempty"`
}

TransformJob is the Schema for the TransformJobs API +kubebuilder:object:root=true +kubebuilder:subresource:status +kubebuilder:printcolumn:name="FAILURE-REASON",type=string,priority=1,JSONPath=`.status.failureReason` +kubebuilder:printcolumn:name="STATUS",type=string,priority=0,JSONPath=`.status.transformJobStatus`

func (*TransformJob) DeepCopy 

func (in *TransformJob) DeepCopy() *TransformJob

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TransformJob.

func (*TransformJob) DeepCopyInto 

func (in *TransformJob) DeepCopyInto(out *TransformJob)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*TransformJob) DeepCopyObject 

func (in *TransformJob) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type TransformJobDefinition 

type TransformJobDefinition struct {
	BatchStrategy           *string            `json:"batchStrategy,omitempty"`
	Environment             map[string]*string `json:"environment,omitempty"`
	MaxConcurrentTransforms *int64             `json:"maxConcurrentTransforms,omitempty"`
	MaxPayloadInMB          *int64             `json:"maxPayloadInMB,omitempty"`
	// Describes the input source of a transform job and the way the transform job
	// consumes it.
	TransformInput *TransformInput `json:"transformInput,omitempty"`
	// Describes the results of a transform job.
	TransformOutput *TransformOutput `json:"transformOutput,omitempty"`
	// Describes the resources, including ML instance types and ML instance count,
	// to use for transform job.
	TransformResources *TransformResources `json:"transformResources,omitempty"`
}

Defines the input needed to run a transform job using the inference specification specified in the algorithm.

func (*TransformJobDefinition) DeepCopy 

func (in *TransformJobDefinition) DeepCopy() *TransformJobDefinition

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TransformJobDefinition.

func (*TransformJobDefinition) DeepCopyInto 

func (in *TransformJobDefinition) DeepCopyInto(out *TransformJobDefinition)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TransformJobList 

type TransformJobList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty"`
	Items           []TransformJob `json:"items"`
}

TransformJobList contains a list of TransformJob +kubebuilder:object:root=true

func (*TransformJobList) DeepCopy 

func (in *TransformJobList) DeepCopy() *TransformJobList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TransformJobList.

func (*TransformJobList) DeepCopyInto 

func (in *TransformJobList) DeepCopyInto(out *TransformJobList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*TransformJobList) DeepCopyObject 

func (in *TransformJobList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type TransformJobSpec 

type TransformJobSpec struct {
	// Specifies the number of records to include in a mini-batch for an HTTP inference
	// request. A record is a single unit of input data that inference can be made
	// on. For example, a single line in a CSV file is a record.
	//
	// To enable the batch strategy, you must set the SplitType property to Line,
	// RecordIO, or TFRecord.
	//
	// To use only one record when making an HTTP invocation request to a container,
	// set BatchStrategy to SingleRecord and SplitType to Line.
	//
	// To fit as many records in a mini-batch as can fit within the MaxPayloadInMB
	// limit, set BatchStrategy to MultiRecord and SplitType to Line.
	BatchStrategy *string `json:"batchStrategy,omitempty"`
	// The data structure used to specify the data to be used for inference in a
	// batch transform job and to associate the data that is relevant to the prediction
	// results in the output. The input filter provided allows you to exclude input
	// data that is not needed for inference in a batch transform job. The output
	// filter provided allows you to include input data relevant to interpreting
	// the predictions in the output from the job. For more information, see Associate
	// Prediction Results with their Corresponding Input Records (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform-data-processing.html).
	DataProcessing *DataProcessing `json:"dataProcessing,omitempty"`
	// The environment variables to set in the Docker container. We support up to
	// 16 key and values entries in the map.
	Environment map[string]*string `json:"environment,omitempty"`

	ExperimentConfig *ExperimentConfig `json:"experimentConfig,omitempty"`
	// The maximum number of parallel requests that can be sent to each instance
	// in a transform job. If MaxConcurrentTransforms is set to 0 or left unset,
	// Amazon SageMaker checks the optional execution-parameters to determine the
	// settings for your chosen algorithm. If the execution-parameters endpoint
	// is not enabled, the default value is 1. For more information on execution-parameters,
	// see How Containers Serve Requests (https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms-batch-code.html#your-algorithms-batch-code-how-containe-serves-requests).
	// For built-in algorithms, you don't need to set a value for MaxConcurrentTransforms.
	MaxConcurrentTransforms *int64 `json:"maxConcurrentTransforms,omitempty"`
	// The maximum allowed size of the payload, in MB. A payload is the data portion
	// of a record (without metadata). The value in MaxPayloadInMB must be greater
	// than, or equal to, the size of a single record. To estimate the size of a
	// record in MB, divide the size of your dataset by the number of records. To
	// ensure that the records fit within the maximum payload size, we recommend
	// using a slightly larger value. The default value is 6 MB.
	//
	// For cases where the payload might be arbitrarily large and is transmitted
	// using HTTP chunked encoding, set the value to 0. This feature works only
	// in supported algorithms. Currently, Amazon SageMaker built-in algorithms
	// do not support HTTP chunked encoding.
	MaxPayloadInMB *int64 `json:"maxPayloadInMB,omitempty"`
	// Configures the timeout and maximum number of retries for processing a transform
	// job invocation.
	ModelClientConfig *ModelClientConfig `json:"modelClientConfig,omitempty"`
	// The name of the model that you want to use for the transform job. ModelName
	// must be the name of an existing Amazon SageMaker model within an AWS Region
	// in an AWS account.
	// +kubebuilder:validation:Required
	ModelName *string `json:"modelName"`
	// (Optional) An array of key-value pairs. For more information, see Using Cost
	// Allocation Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what)
	// in the AWS Billing and Cost Management User Guide.
	Tags []*Tag `json:"tags,omitempty"`
	// Describes the input source and the way the transform job consumes it.
	// +kubebuilder:validation:Required
	TransformInput *TransformInput `json:"transformInput"`
	// The name of the transform job. The name must be unique within an AWS Region
	// in an AWS account.
	// +kubebuilder:validation:Required
	TransformJobName *string `json:"transformJobName"`
	// Describes the results of the transform job.
	// +kubebuilder:validation:Required
	TransformOutput *TransformOutput `json:"transformOutput"`
	// Describes the resources, including ML instance types and ML instance count,
	// to use for the transform job.
	// +kubebuilder:validation:Required
	TransformResources *TransformResources `json:"transformResources"`
}

TransformJobSpec defines the desired state of TransformJob.

A batch transform job. For information about SageMaker batch transform, see Use Batch Transform (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform.html).

func (*TransformJobSpec) DeepCopy 

func (in *TransformJobSpec) DeepCopy() *TransformJobSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TransformJobSpec.

func (*TransformJobSpec) DeepCopyInto 

func (in *TransformJobSpec) DeepCopyInto(out *TransformJobSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TransformJobStatus 

type TransformJobStatus struct {
	// All CRs managed by ACK have a common `Status.ACKResourceMetadata` member
	// that is used to contain resource sync state, account ownership,
	// constructed ARN for the resource
	// +kubebuilder:validation:Optional
	ACKResourceMetadata *ackv1alpha1.ResourceMetadata `json:"ackResourceMetadata"`
	// All CRS managed by ACK have a common `Status.Conditions` member that
	// contains a collection of `ackv1alpha1.Condition` objects that describe
	// the various terminal states of the CR and its backend AWS service API
	// resource
	// +kubebuilder:validation:Optional
	Conditions []*ackv1alpha1.Condition `json:"conditions"`
	// If the transform job failed, FailureReason describes why it failed. A transform
	// job creates a log file, which includes error messages, and stores it as an
	// Amazon S3 object. For more information, see Log Amazon SageMaker Events with
	// Amazon CloudWatch (https://docs.aws.amazon.com/sagemaker/latest/dg/logging-cloudwatch.html).
	// +kubebuilder:validation:Optional
	FailureReason *string `json:"failureReason,omitempty"`
	// The status of the transform job. If the transform job failed, the reason
	// is returned in the FailureReason field.
	// +kubebuilder:validation:Optional
	TransformJobStatus *string `json:"transformJobStatus,omitempty"`
}

TransformJobStatus defines the observed state of TransformJob

func (*TransformJobStatus) DeepCopy 

func (in *TransformJobStatus) DeepCopy() *TransformJobStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TransformJobStatus.

func (*TransformJobStatus) DeepCopyInto 

func (in *TransformJobStatus) DeepCopyInto(out *TransformJobStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TransformJobStatus_SDK 

type TransformJobStatus_SDK string
const (
	TransformJobStatus_SDK_InProgress TransformJobStatus_SDK = "InProgress"
	TransformJobStatus_SDK_Completed  TransformJobStatus_SDK = "Completed"
	TransformJobStatus_SDK_Failed     TransformJobStatus_SDK = "Failed"
	TransformJobStatus_SDK_Stopping   TransformJobStatus_SDK = "Stopping"
	TransformJobStatus_SDK_Stopped    TransformJobStatus_SDK = "Stopped"
)

type TransformJobStepMetadata 

type TransformJobStepMetadata struct {
	ARN *string `json:"arn,omitempty"`
}

Metadata for a transform job step.

func (*TransformJobStepMetadata) DeepCopy 

func (in *TransformJobStepMetadata) DeepCopy() *TransformJobStepMetadata

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TransformJobStepMetadata.

func (*TransformJobStepMetadata) DeepCopyInto 

func (in *TransformJobStepMetadata) DeepCopyInto(out *TransformJobStepMetadata)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TransformJobSummary 

type TransformJobSummary struct {
	CreationTime       *metav1.Time `json:"creationTime,omitempty"`
	FailureReason      *string      `json:"failureReason,omitempty"`
	LastModifiedTime   *metav1.Time `json:"lastModifiedTime,omitempty"`
	TransformEndTime   *metav1.Time `json:"transformEndTime,omitempty"`
	TransformJobARN    *string      `json:"transformJobARN,omitempty"`
	TransformJobName   *string      `json:"transformJobName,omitempty"`
	TransformJobStatus *string      `json:"transformJobStatus,omitempty"`
}

Provides a summary of a transform job. Multiple TransformJobSummary objects are returned as a list after in response to a ListTransformJobs call.

func (*TransformJobSummary) DeepCopy 

func (in *TransformJobSummary) DeepCopy() *TransformJobSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TransformJobSummary.

func (*TransformJobSummary) DeepCopyInto 

func (in *TransformJobSummary) DeepCopyInto(out *TransformJobSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TransformJob_SDK 

type TransformJob_SDK struct {
	AutoMLJobARN  *string      `json:"autoMLJobARN,omitempty"`
	BatchStrategy *string      `json:"batchStrategy,omitempty"`
	CreationTime  *metav1.Time `json:"creationTime,omitempty"`
	// The data structure used to specify the data to be used for inference in a
	// batch transform job and to associate the data that is relevant to the prediction
	// results in the output. The input filter provided allows you to exclude input
	// data that is not needed for inference in a batch transform job. The output
	// filter provided allows you to include input data relevant to interpreting
	// the predictions in the output from the job. For more information, see Associate
	// Prediction Results with their Corresponding Input Records (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform-data-processing.html).
	DataProcessing *DataProcessing    `json:"dataProcessing,omitempty"`
	Environment    map[string]*string `json:"environment,omitempty"`
	// Associates a SageMaker job as a trial component with an experiment and trial.
	// Specified when you call the following APIs:
	//
	//    * CreateProcessingJob
	//
	//    * CreateTrainingJob
	//
	//    * CreateTransformJob
	ExperimentConfig        *ExperimentConfig `json:"experimentConfig,omitempty"`
	FailureReason           *string           `json:"failureReason,omitempty"`
	LabelingJobARN          *string           `json:"labelingJobARN,omitempty"`
	MaxConcurrentTransforms *int64            `json:"maxConcurrentTransforms,omitempty"`
	MaxPayloadInMB          *int64            `json:"maxPayloadInMB,omitempty"`
	// Configures the timeout and maximum number of retries for processing a transform
	// job invocation.
	ModelClientConfig *ModelClientConfig `json:"modelClientConfig,omitempty"`
	ModelName         *string            `json:"modelName,omitempty"`
	Tags              []*Tag             `json:"tags,omitempty"`
	TransformEndTime  *metav1.Time       `json:"transformEndTime,omitempty"`
	// Describes the input source of a transform job and the way the transform job
	// consumes it.
	TransformInput     *TransformInput `json:"transformInput,omitempty"`
	TransformJobARN    *string         `json:"transformJobARN,omitempty"`
	TransformJobName   *string         `json:"transformJobName,omitempty"`
	TransformJobStatus *string         `json:"transformJobStatus,omitempty"`
	// Describes the results of a transform job.
	TransformOutput *TransformOutput `json:"transformOutput,omitempty"`
	// Describes the resources, including ML instance types and ML instance count,
	// to use for transform job.
	TransformResources *TransformResources `json:"transformResources,omitempty"`
	TransformStartTime *metav1.Time        `json:"transformStartTime,omitempty"`
}

A batch transform job. For information about SageMaker batch transform, see Use Batch Transform (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform.html).

func (*TransformJob_SDK) DeepCopy 

func (in *TransformJob_SDK) DeepCopy() *TransformJob_SDK

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TransformJob_SDK.

func (*TransformJob_SDK) DeepCopyInto 

func (in *TransformJob_SDK) DeepCopyInto(out *TransformJob_SDK)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TransformOutput 

type TransformOutput struct {
	Accept       *string `json:"accept,omitempty"`
	AssembleWith *string `json:"assembleWith,omitempty"`
	KMSKeyID     *string `json:"kmsKeyID,omitempty"`
	S3OutputPath *string `json:"s3OutputPath,omitempty"`
}

Describes the results of a transform job.

func (*TransformOutput) DeepCopy 

func (in *TransformOutput) DeepCopy() *TransformOutput

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TransformOutput.

func (*TransformOutput) DeepCopyInto 

func (in *TransformOutput) DeepCopyInto(out *TransformOutput)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TransformResources 

type TransformResources struct {
	InstanceCount  *int64  `json:"instanceCount,omitempty"`
	InstanceType   *string `json:"instanceType,omitempty"`
	VolumeKMSKeyID *string `json:"volumeKMSKeyID,omitempty"`
}

Describes the resources, including ML instance types and ML instance count, to use for transform job.

func (*TransformResources) DeepCopy 

func (in *TransformResources) DeepCopy() *TransformResources

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TransformResources.

func (*TransformResources) DeepCopyInto 

func (in *TransformResources) DeepCopyInto(out *TransformResources)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TransformS3DataSource 

type TransformS3DataSource struct {
	S3DataType *string `json:"s3DataType,omitempty"`
	S3URI      *string `json:"s3URI,omitempty"`
}

Describes the S3 data source.

func (*TransformS3DataSource) DeepCopy 

func (in *TransformS3DataSource) DeepCopy() *TransformS3DataSource

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TransformS3DataSource.

func (*TransformS3DataSource) DeepCopyInto 

func (in *TransformS3DataSource) DeepCopyInto(out *TransformS3DataSource)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type Trial 

type Trial struct {
	// Information about the user who created or modified an experiment, trial,
	// or trial component.
	CreatedBy      *UserContext `json:"createdBy,omitempty"`
	CreationTime   *metav1.Time `json:"creationTime,omitempty"`
	DisplayName    *string      `json:"displayName,omitempty"`
	ExperimentName *string      `json:"experimentName,omitempty"`
	// Information about the user who created or modified an experiment, trial,
	// or trial component.
	LastModifiedBy   *UserContext `json:"lastModifiedBy,omitempty"`
	LastModifiedTime *metav1.Time `json:"lastModifiedTime,omitempty"`
	// Metadata properties of the tracking entity, trial, or trial component.
	MetadataProperties *MetadataProperties `json:"metadataProperties,omitempty"`
	Tags               []*Tag              `json:"tags,omitempty"`
	TrialName          *string             `json:"trialName,omitempty"`
}

The properties of a trial as returned by the Search API.

func (*Trial) DeepCopy 

func (in *Trial) DeepCopy() *Trial

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Trial.

func (*Trial) DeepCopyInto 

func (in *Trial) DeepCopyInto(out *Trial)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TrialComponent 

type TrialComponent struct {
	// Information about the user who created or modified an experiment, trial,
	// or trial component.
	CreatedBy    *UserContext `json:"createdBy,omitempty"`
	CreationTime *metav1.Time `json:"creationTime,omitempty"`
	DisplayName  *string      `json:"displayName,omitempty"`
	EndTime      *metav1.Time `json:"endTime,omitempty"`
	// Information about the user who created or modified an experiment, trial,
	// or trial component.
	LastModifiedBy   *UserContext `json:"lastModifiedBy,omitempty"`
	LastModifiedTime *metav1.Time `json:"lastModifiedTime,omitempty"`
	// Metadata properties of the tracking entity, trial, or trial component.
	MetadataProperties *MetadataProperties `json:"metadataProperties,omitempty"`
	StartTime          *metav1.Time        `json:"startTime,omitempty"`
	Tags               []*Tag              `json:"tags,omitempty"`
	TrialComponentName *string             `json:"trialComponentName,omitempty"`
}

The properties of a trial component as returned by the Search API.

func (*TrialComponent) DeepCopy 

func (in *TrialComponent) DeepCopy() *TrialComponent

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TrialComponent.

func (*TrialComponent) DeepCopyInto 

func (in *TrialComponent) DeepCopyInto(out *TrialComponent)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TrialComponentMetricSummary 

type TrialComponentMetricSummary struct {
	MetricName *string      `json:"metricName,omitempty"`
	TimeStamp  *metav1.Time `json:"timeStamp,omitempty"`
}

A summary of the metrics of a trial component.

func (*TrialComponentMetricSummary) DeepCopy 

func (in *TrialComponentMetricSummary) DeepCopy() *TrialComponentMetricSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TrialComponentMetricSummary.

func (*TrialComponentMetricSummary) DeepCopyInto 

func (in *TrialComponentMetricSummary) DeepCopyInto(out *TrialComponentMetricSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TrialComponentPrimaryStatus 

type TrialComponentPrimaryStatus string
const (
	TrialComponentPrimaryStatus_InProgress TrialComponentPrimaryStatus = "InProgress"
	TrialComponentPrimaryStatus_Completed  TrialComponentPrimaryStatus = "Completed"
	TrialComponentPrimaryStatus_Failed     TrialComponentPrimaryStatus = "Failed"
	TrialComponentPrimaryStatus_Stopping   TrialComponentPrimaryStatus = "Stopping"
	TrialComponentPrimaryStatus_Stopped    TrialComponentPrimaryStatus = "Stopped"
)

type TrialComponentSimpleSummary 

type TrialComponentSimpleSummary struct {
	// Information about the user who created or modified an experiment, trial,
	// or trial component.
	CreatedBy          *UserContext `json:"createdBy,omitempty"`
	CreationTime       *metav1.Time `json:"creationTime,omitempty"`
	TrialComponentName *string      `json:"trialComponentName,omitempty"`
}

A short summary of a trial component.

func (*TrialComponentSimpleSummary) DeepCopy 

func (in *TrialComponentSimpleSummary) DeepCopy() *TrialComponentSimpleSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TrialComponentSimpleSummary.

func (*TrialComponentSimpleSummary) DeepCopyInto 

func (in *TrialComponentSimpleSummary) DeepCopyInto(out *TrialComponentSimpleSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TrialComponentSummary 

type TrialComponentSummary struct {
	// Information about the user who created or modified an experiment, trial,
	// or trial component.
	CreatedBy    *UserContext `json:"createdBy,omitempty"`
	CreationTime *metav1.Time `json:"creationTime,omitempty"`
	DisplayName  *string      `json:"displayName,omitempty"`
	EndTime      *metav1.Time `json:"endTime,omitempty"`
	// Information about the user who created or modified an experiment, trial,
	// or trial component.
	LastModifiedBy     *UserContext `json:"lastModifiedBy,omitempty"`
	LastModifiedTime   *metav1.Time `json:"lastModifiedTime,omitempty"`
	StartTime          *metav1.Time `json:"startTime,omitempty"`
	TrialComponentName *string      `json:"trialComponentName,omitempty"`
}

A summary of the properties of a trial component. To get all the properties, call the DescribeTrialComponent API and provide the TrialComponentName.

func (*TrialComponentSummary) DeepCopy 

func (in *TrialComponentSummary) DeepCopy() *TrialComponentSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TrialComponentSummary.

func (*TrialComponentSummary) DeepCopyInto 

func (in *TrialComponentSummary) DeepCopyInto(out *TrialComponentSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TrialSummary 

type TrialSummary struct {
	CreationTime     *metav1.Time `json:"creationTime,omitempty"`
	DisplayName      *string      `json:"displayName,omitempty"`
	LastModifiedTime *metav1.Time `json:"lastModifiedTime,omitempty"`
	TrialName        *string      `json:"trialName,omitempty"`
}

A summary of the properties of a trial. To get the complete set of properties, call the DescribeTrial API and provide the TrialName.

func (*TrialSummary) DeepCopy 

func (in *TrialSummary) DeepCopy() *TrialSummary

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TrialSummary.

func (*TrialSummary) DeepCopyInto 

func (in *TrialSummary) DeepCopyInto(out *TrialSummary)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type TuningJobCompletionCriteria 

type TuningJobCompletionCriteria struct {
	TargetObjectiveMetricValue *float64 `json:"targetObjectiveMetricValue,omitempty"`
}

The job completion criteria.

func (*TuningJobCompletionCriteria) DeepCopy 

func (in *TuningJobCompletionCriteria) DeepCopy() *TuningJobCompletionCriteria

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TuningJobCompletionCriteria.

func (*TuningJobCompletionCriteria) DeepCopyInto 

func (in *TuningJobCompletionCriteria) DeepCopyInto(out *TuningJobCompletionCriteria)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type UiConfig 

type UiConfig struct {
	UiTemplateS3URI *string `json:"uiTemplateS3URI,omitempty"`
}

Provided configuration information for the worker UI for a labeling job.

func (*UiConfig) DeepCopy 

func (in *UiConfig) DeepCopy() *UiConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new UiConfig.

func (*UiConfig) DeepCopyInto 

func (in *UiConfig) DeepCopyInto(out *UiConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type UserContext 

type UserContext struct {
	DomainID        *string `json:"domainID,omitempty"`
	UserProfileARN  *string `json:"userProfileARN,omitempty"`
	UserProfileName *string `json:"userProfileName,omitempty"`
}

Information about the user who created or modified an experiment, trial, or trial component.

func (*UserContext) DeepCopy 

func (in *UserContext) DeepCopy() *UserContext

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new UserContext.

func (*UserContext) DeepCopyInto 

func (in *UserContext) DeepCopyInto(out *UserContext)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type UserProfile added in v0.3.0 

type UserProfile struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty"`
	Spec              UserProfileSpec   `json:"spec,omitempty"`
	Status            UserProfileStatus `json:"status,omitempty"`
}

UserProfile is the Schema for the UserProfiles API +kubebuilder:object:root=true +kubebuilder:subresource:status +kubebuilder:printcolumn:name="STATUS",type=string,priority=0,JSONPath=`.status.status`

func (*UserProfile) DeepCopy added in v0.3.0 

func (in *UserProfile) DeepCopy() *UserProfile

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new UserProfile.

func (*UserProfile) DeepCopyInto added in v0.3.0 

func (in *UserProfile) DeepCopyInto(out *UserProfile)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*UserProfile) DeepCopyObject added in v0.3.0 

func (in *UserProfile) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type UserProfileDetails added in v0.0.3 

type UserProfileDetails struct {
	CreationTime     *metav1.Time `json:"creationTime,omitempty"`
	DomainID         *string      `json:"domainID,omitempty"`
	LastModifiedTime *metav1.Time `json:"lastModifiedTime,omitempty"`
	Status           *string      `json:"status,omitempty"`
	UserProfileName  *string      `json:"userProfileName,omitempty"`
}

The user profile details.

func (*UserProfileDetails) DeepCopy added in v0.0.3 

func (in *UserProfileDetails) DeepCopy() *UserProfileDetails

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new UserProfileDetails.

func (*UserProfileDetails) DeepCopyInto added in v0.0.3 

func (in *UserProfileDetails) DeepCopyInto(out *UserProfileDetails)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type UserProfileList added in v0.3.0 

type UserProfileList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty"`
	Items           []UserProfile `json:"items"`
}

UserProfileList contains a list of UserProfile +kubebuilder:object:root=true

func (*UserProfileList) DeepCopy added in v0.3.0 

func (in *UserProfileList) DeepCopy() *UserProfileList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new UserProfileList.

func (*UserProfileList) DeepCopyInto added in v0.3.0 

func (in *UserProfileList) DeepCopyInto(out *UserProfileList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*UserProfileList) DeepCopyObject added in v0.3.0 

func (in *UserProfileList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type UserProfileSortKey 

type UserProfileSortKey string
const (
	UserProfileSortKey_CreationTime     UserProfileSortKey = "CreationTime"
	UserProfileSortKey_LastModifiedTime UserProfileSortKey = "LastModifiedTime"
)

type UserProfileSpec added in v0.3.0 

type UserProfileSpec struct {
	// The ID of the associated Domain.
	// +kubebuilder:validation:Required
	DomainID *string `json:"domainID"`
	// A specifier for the type of value specified in SingleSignOnUserValue. Currently,
	// the only supported value is "UserName". If the Domain's AuthMode is SSO,
	// this field is required. If the Domain's AuthMode is not SSO, this field cannot
	// be specified.
	SingleSignOnUserIdentifier *string `json:"singleSignOnUserIdentifier,omitempty"`
	// The username of the associated AWS Single Sign-On User for this UserProfile.
	// If the Domain's AuthMode is SSO, this field is required, and must match a
	// valid username of a user in your directory. If the Domain's AuthMode is not
	// SSO, this field cannot be specified.
	SingleSignOnUserValue *string `json:"singleSignOnUserValue,omitempty"`
	// Each tag consists of a key and an optional value. Tag keys must be unique
	// per resource.
	Tags []*Tag `json:"tags,omitempty"`
	// A name for the UserProfile.
	// +kubebuilder:validation:Required
	UserProfileName *string `json:"userProfileName"`
	// A collection of settings.
	UserSettings *UserSettings `json:"userSettings,omitempty"`
}

UserProfileSpec defines the desired state of UserProfile.

func (*UserProfileSpec) DeepCopy added in v0.3.0 

func (in *UserProfileSpec) DeepCopy() *UserProfileSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new UserProfileSpec.

func (*UserProfileSpec) DeepCopyInto added in v0.3.0 

func (in *UserProfileSpec) DeepCopyInto(out *UserProfileSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type UserProfileStatus 

type UserProfileStatus struct {
	// All CRs managed by ACK have a common `Status.ACKResourceMetadata` member
	// that is used to contain resource sync state, account ownership,
	// constructed ARN for the resource
	// +kubebuilder:validation:Optional
	ACKResourceMetadata *ackv1alpha1.ResourceMetadata `json:"ackResourceMetadata"`
	// All CRS managed by ACK have a common `Status.Conditions` member that
	// contains a collection of `ackv1alpha1.Condition` objects that describe
	// the various terminal states of the CR and its backend AWS service API
	// resource
	// +kubebuilder:validation:Optional
	Conditions []*ackv1alpha1.Condition `json:"conditions"`
	// The status.
	// +kubebuilder:validation:Optional
	Status *string `json:"status,omitempty"`
}

UserProfileStatus defines the observed state of UserProfile

func (*UserProfileStatus) DeepCopy added in v0.3.0 

func (in *UserProfileStatus) DeepCopy() *UserProfileStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new UserProfileStatus.

func (*UserProfileStatus) DeepCopyInto added in v0.3.0 

func (in *UserProfileStatus) DeepCopyInto(out *UserProfileStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type UserProfileStatus_SDK added in v0.3.0 

type UserProfileStatus_SDK string
const (
	UserProfileStatus_SDK_Deleting      UserProfileStatus_SDK = "Deleting"
	UserProfileStatus_SDK_Failed        UserProfileStatus_SDK = "Failed"
	UserProfileStatus_SDK_InService     UserProfileStatus_SDK = "InService"
	UserProfileStatus_SDK_Pending       UserProfileStatus_SDK = "Pending"
	UserProfileStatus_SDK_Updating      UserProfileStatus_SDK = "Updating"
	UserProfileStatus_SDK_Update_Failed UserProfileStatus_SDK = "Update_Failed"
	UserProfileStatus_SDK_Delete_Failed UserProfileStatus_SDK = "Delete_Failed"
)

type UserSettings 

type UserSettings struct {
	ExecutionRole *string `json:"executionRole,omitempty"`
	// The JupyterServer app settings.
	JupyterServerAppSettings *JupyterServerAppSettings `json:"jupyterServerAppSettings,omitempty"`
	// The KernelGateway app settings.
	KernelGatewayAppSettings *KernelGatewayAppSettings `json:"kernelGatewayAppSettings,omitempty"`
	SecurityGroups           []*string                 `json:"securityGroups,omitempty"`
	// Specifies options for sharing SageMaker Studio notebooks. These settings
	// are specified as part of DefaultUserSettings when the CreateDomain API is
	// called, and as part of UserSettings when the CreateUserProfile API is called.
	// When SharingSettings is not specified, notebook sharing isn't allowed.
	SharingSettings *SharingSettings `json:"sharingSettings,omitempty"`
	// The TensorBoard app settings.
	TensorBoardAppSettings *TensorBoardAppSettings `json:"tensorBoardAppSettings,omitempty"`
}

A collection of settings that apply to users of Amazon SageMaker Studio. These settings are specified when the CreateUserProfile API is called, and as DefaultUserSettings when the CreateDomain API is called.

SecurityGroups is aggregated when specified in both calls. For all other settings in UserSettings, the values specified in CreateUserProfile take precedence over those specified in CreateDomain.

func (*UserSettings) DeepCopy 

func (in *UserSettings) DeepCopy() *UserSettings

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new UserSettings.

func (*UserSettings) DeepCopyInto 

func (in *UserSettings) DeepCopyInto(out *UserSettings)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type VPCConfig 

type VPCConfig struct {
	SecurityGroupIDs []*string `json:"securityGroupIDs,omitempty"`
	Subnets          []*string `json:"subnets,omitempty"`
}

Specifies a VPC that your training jobs and hosted models have access to. Control access to and from your training and model containers by configuring the VPC. For more information, see Protect Endpoints by Using an Amazon Virtual Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html) and Protect Training Jobs by Using an Amazon Virtual Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html).

func (*VPCConfig) DeepCopy 

func (in *VPCConfig) DeepCopy() *VPCConfig

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new VPCConfig.

func (*VPCConfig) DeepCopyInto 

func (in *VPCConfig) DeepCopyInto(out *VPCConfig)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type VariantProperty 

type VariantProperty struct {
	VariantPropertyType *string `json:"variantPropertyType,omitempty"`
}

Specifies a production variant property type for an Endpoint.

If you are updating an endpoint with the UpdateEndpointInput$RetainAllVariantProperties option set to true, the VariantProperty objects listed in UpdateEndpointInput$ExcludeRetainedVariantProperties override the existing variant properties of the endpoint.

func (*VariantProperty) DeepCopy 

func (in *VariantProperty) DeepCopy() *VariantProperty

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new VariantProperty.

func (*VariantProperty) DeepCopyInto 

func (in *VariantProperty) DeepCopyInto(out *VariantProperty)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type VariantPropertyType 

type VariantPropertyType string
const (
	VariantPropertyType_DesiredInstanceCount VariantPropertyType = "DesiredInstanceCount"
	VariantPropertyType_DesiredWeight        VariantPropertyType = "DesiredWeight"
	VariantPropertyType_DataCaptureConfig    VariantPropertyType = "DataCaptureConfig"
)

type Workforce 

type Workforce struct {
	CreateDate      *metav1.Time `json:"createDate,omitempty"`
	LastUpdatedDate *metav1.Time `json:"lastUpdatedDate,omitempty"`
	SubDomain       *string      `json:"subDomain,omitempty"`
}

A single private workforce, which is automatically created when you create your first private work team. You can create one private work force in each AWS Region. By default, any workforce-related API operation used in a specific region will apply to the workforce created in that region. To learn how to create a private workforce, see Create a Private Workforce (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-workforce-create-private.html).

func (*Workforce) DeepCopy 

func (in *Workforce) DeepCopy() *Workforce

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Workforce.

func (*Workforce) DeepCopyInto 

func (in *Workforce) DeepCopyInto(out *Workforce)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type Workteam 

type Workteam struct {
	CreateDate      *metav1.Time `json:"createDate,omitempty"`
	LastUpdatedDate *metav1.Time `json:"lastUpdatedDate,omitempty"`
	SubDomain       *string      `json:"subDomain,omitempty"`
}

Provides details about a labeling work team.

func (*Workteam) DeepCopy 

func (in *Workteam) DeepCopy() *Workteam

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Workteam.

func (*Workteam) DeepCopyInto 

func (in *Workteam) DeepCopyInto(out *Workteam)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

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